NEUDM/arts · Datasets at Hugging Face

task_type stringclasses 1 value	dataset stringclasses 1 value	input sequence	output sequence	situation stringclasses 1 value	instruction stringclasses 1 value
generation	arts	[ "In fact I still use many Legacy programs (Appleworks, FileMaker Pro, Quicken, Photoshop etc), but super drive is quiet, screen is a love and ox is an overbearing." ]	[ "Appleworks", "neutral" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "In fact I still use many Legacy programs (Appleworks, FileMaker Pro, Quicken, Photoshop etc)!" ]	[ "Photoshop", "neutral" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "In fact I still use many Legacy programs (Appleworks, FileMaker Pro, Quicken, Photoshop etc), but specs is good and price is great." ]	[ "Photoshop", "neutral" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Then the system would many times not power down without a forced power-off." ]	[ "system", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Then the system would many times power down without a forced power-off." ]	[ "system", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Then the system would many times power down without a forced power-off." ]	[ "system", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Then the system would many times not power down without a forced power-off, but operating system is excellent." ]	[ "system", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Then the system would many times not power down without a forced power-off." ]	[ "power down", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Then the system would many times power down without a forced power-off." ]	[ "power down", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Then the system would many times power down without a forced power-off." ]	[ "power down", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Then the system would many times not power down without a forced power-off, but I enjoy Microsoft office, touch pad is fine and configure for ads cable or wife is easy." ]	[ "power down", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "The unibody construction really does feel lot more solid than Apple's previous laptops." ]	[ "unibody construction", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "The unibody construction really does feel lot more hollow than Apple's previous laptops." ]	[ "unibody construction", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "The unibody construction really does feel lot more solid than Apple's previous laptops, but cost is more, support for games is a lack and application is a crash." ]	[ "unibody construction", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "I used windows XP, windows Vista, and Windows 7 extensively." ]	[ "Windows 7", "neutral" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "I used windows XP, windows Vista, and Windows 7 extensively, but touch is soft, streaming video is great and video is reliable." ]	[ "Windows 7", "neutral" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "I used windows XP, windows Vista, and Windows 7 extensively." ]	[ "windows Vista", "neutral" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "I used windows XP, windows Vista, and Windows 7 extensively, but set up is easy, slot is an issue and battery life is amazing." ]	[ "windows Vista", "neutral" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "I used windows XP, windows Vista, and Windows 7 extensively." ]	[ "windows XP", "neutral" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "I used windows XP, windows Vista, and Windows 7 extensively, but super drive is quiet and runs is quiet." ]	[ "windows XP", "neutral" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "The Macbook pro's physical form is wonderful." ]	[ "physical form", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "The Macbook pro's physical form is not wonderful." ]	[ "physical form", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "The Macbook pro's physical form is wonderful, but touch pad is useless and profile is critical." ]	[ "physical form", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Screen is bright and gorgeous." ]	[ "Screen", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Screen is dull and not gorgeous." ]	[ "Screen", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Screen is bright and gorgeous, but mac OS is a courtesy." ]	[ "Screen", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Graphics are much improved." ]	[ "Graphics", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Graphics are not much improved." ]	[ "Graphics", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Graphics are much improved, but ox is an overbearing." ]	[ "Graphics", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Apple no longer includes iDVD with the computer and furthermore, Apple doesn't even offer it anymore!" ]	[ "iDVD", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Apple longer includes iDVD with the computer and furthermore, Apple doesn't even offer it anymore!" ]	[ "iDVD", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Apple no longer includes iDVD with the computer and furthermore, Apple doesn't even offer it anymore, but install is easy." ]	[ "iDVD", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "From the speed to the multi touch gestures this operating system beats Windows easily." ]	[ "multi touch gestures", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "From the speed to the multi touch gestures this operating system beats Windows easily, but hardware is bad, mac office is a problems and intel4000 graphic chip is under powered." ]	[ "multi touch gestures", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "From the speed to the multi touch gestures this operating system beats Windows easily." ]	[ "operating system", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "From the speed to the multi touch gestures this operating system not beats Windows easily." ]	[ "operating system", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "From the speed to the multi touch gestures this operating system beats Windows easily, but intel4000 graphic chip is under powered." ]	[ "operating system", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "From the speed to the multi touch gestures this operating system beats Windows easily." ]	[ "Windows", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "From the speed to the multi touch gestures this operating system beats Windows easily, but safari browser is quick, res is ridiculous and speed is enough." ]	[ "Windows", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "From the speed to the multi touch gestures this operating system beats Windows easily." ]	[ "speed", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "From the speed to the multi touch gestures this operating system beats Windows easily, but on/off switch is obscure." ]	[ "speed", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "I seem to be having repeat problems as the Mother Board in this one is diagnosed as faulty, related to the graphics card." ]	[ "Mother Board", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "I seem to be having repeat problems as the Mother Board in this one is diagnosed as not faulty, related to the graphics card." ]	[ "Mother Board", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "I seem to be having repeat problems as the Mother Board in this one is diagnosed as faulty, related to the graphics card, but install is easy." ]	[ "Mother Board", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "I seem to be having repeat problems as the Mother Board in this one is diagnosed as faulty, related to the graphics card." ]	[ "graphics card", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "I seem to be having repeat problems as the Mother Board in this one is diagnosed as not faulty, related to the graphics card." ]	[ "graphics card", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "I seem to be having repeat problems as the Mother Board in this one is diagnosed as faulty, related to the graphics card, but quality is great and flexibility for connectivity is more." ]	[ "graphics card", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "My wife was so excited to open the box, but quickly came to see that it did not function as it should." ]	[ "function", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "My wife was so excited to open the box, but quickly came to see that it did not function as it should; hardware is better, I like design and size is excellent." ]	[ "function", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Everything is so easy and intuitive to setup or configure." ]	[ "setup", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Everything is so difficult and not intuitive to setup or configure." ]	[ "setup", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Everything is so easy and intuitive to setup or configure, but i5 is not as fast and features is less." ]	[ "setup", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Everything is so easy and intuitive to setup or configure." ]	[ "configure", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Everything is so difficult and not intuitive to setup or configure." ]	[ "configure", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Everything is so easy and intuitive to setup or configure, but ox is an overbearing, speakers is worst and mac OS is a courtesy." ]	[ "configure", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Having heard from friends and family about how reliable a Mac product is, I never expected to have an application crash within the first month, but I did." ]	[ "application", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Having heard from friends and family about how reliable a Mac product is, I never expected to have an application not crash within the first month, but I did." ]	[ "application", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Having heard from friends and family about how reliable a Mac product is, I never expected to have an application crash within the first month, but I did; super drive is quiet and audio is reliable." ]	[ "application", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "However, the experience was great since the OS does not become unstable and the application will simply shutdown and reopen." ]	[ "application", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "However, the experience was great since the OS does not become unstable and the application will simply shutdown and reopen, but material is cheap, settings is not user-friendly and instructions is a lack." ]	[ "application", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "However, the experience was great since the OS does not become unstable and the application will simply shutdown and reopen." ]	[ "OS", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "However, the experience was not great since the OS does become unstable and the application will simply shutdown and reopen." ]	[ "OS", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "However, the experience was great since the OS does not become unstable and the application will simply shutdown and reopen, but mountain lion is slow." ]	[ "OS", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Fan only comes on when you are playing a game." ]	[ "Fan", "neutral" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Fan only comes on when you are playing a game, but aluminum is nice." ]	[ "Fan", "neutral" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Fan only comes on when you are playing a game." ]	[ "playing a game", "neutral" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Fan only comes on when you are playing a game, but track pad is impressed." ]	[ "playing a game", "neutral" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "The sound is nice and loud; I don't have any problems with hearing anything." ]	[ "sound", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "The sound is nasty and soft; I don't have any problems with hearing anything." ]	[ "sound", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "The sound is nice and loud; I don't have any problems with hearing anything, but mountain lion is slow." ]	[ "sound", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "I like the lighted screen at night." ]	[ "lighted screen", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "I dislike the lighted screen at night." ]	[ "lighted screen", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "I like the lighted screen at night, but spec is disappointed and i5 is not as fast." ]	[ "lighted screen", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "I am loving the fast performance also." ]	[ "performance", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "I am unloving the slow performance also." ]	[ "performance", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "I am loving the fast performance also, but I don't enjoy windows 8, components is dirty and I don't like windows 8." ]	[ "performance", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Strong build though which really adds to its durability." ]	[ "durability", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "No strong build though, which really lessens its durability." ]	[ "durability", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Strong build though which really adds to its durability, but gaming is not been good." ]	[ "durability", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Strong build though which really adds to its durability." ]	[ "build", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Not Strong build though which really adds to its durability." ]	[ "build", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Strong build though which really adds to its durability, but power switch is bigger and USB ports is a mistake." ]	[ "build", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "It's not inexpensive but the Hardware performance is impressive for a computer this small." ]	[ "Hardware performance", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "It's not inexpensive but the Hardware performance is unimpressive for a computer this small." ]	[ "Hardware performance", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "It's not inexpensive but the Hardware performance is impressive for a computer this small; graphics card is faulty." ]	[ "Hardware performance", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Took a long time trying to decide between one with retina display and one without." ]	[ "retina display", "neutral" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Took a long time trying to decide between one with retina display and one without, but use is simpler, windows 8 set-ups is frustrated and working is pleasurable." ]	[ "retina display", "neutral" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Buy the separate RAM memory and you will have a rocket!" ]	[ "RAM memory", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Buy the separate RAM memory and you will have a rocket, but interesting is difficult, on/off switch is obscure and internal speakers is lousy." ]	[ "RAM memory", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "I can say that I am fully satisfied with the performance that the computer has supplied." ]	[ "performance", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "I can say that I am fully dissatisfy with the performance that the computer has supplied." ]	[ "performance", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "I can say that I am fully satisfied with the performance that the computer has supplied, but audio volume is unusable and mountain lion is slow." ]	[ "performance", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "CONS: Price is a bit ridiculous, kinda heavy." ]	[ "Price", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "CONS: Price is a bit not ridiculous, kinda not heavy." ]	[ "Price", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "CONS: Price is a bit ridiculous, kinda heavy, but graphics stuff is nice and usability is excellent." ]	[ "Price", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "It has so much more speed and the screen is very sharp." ]	[ "screen", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "It has so much more speed but the screen is very flat." ]	[ "screen", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "It has so not much more speed but the screen is very sharp." ]	[ "screen", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "It has so much more speed and the screen is very sharp, but log into the system is frustrating." ]	[ "screen", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "It has so much more speed and the screen is very sharp." ]	[ "speed", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "In fact I still use many Legacy programs (Appleworks, FileMaker Pro, Quicken, Photoshop etc), but super drive is quiet, screen is a love and ox is an overbearing." ]

[ "Appleworks", "neutral" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "In fact I still use many Legacy programs (Appleworks, FileMaker Pro, Quicken, Photoshop etc)!" ]

[ "Photoshop", "neutral" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "In fact I still use many Legacy programs (Appleworks, FileMaker Pro, Quicken, Photoshop etc), but specs is good and price is great." ]

[ "Photoshop", "neutral" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Then the system would many times not power down without a forced power-off." ]

[ "system", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Then the system would many times power down without a forced power-off." ]

[ "system", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Then the system would many times power down without a forced power-off." ]

[ "system", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Then the system would many times not power down without a forced power-off, but operating system is excellent." ]

[ "system", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Then the system would many times not power down without a forced power-off." ]

[ "power down", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Then the system would many times power down without a forced power-off." ]

[ "power down", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Then the system would many times power down without a forced power-off." ]

[ "power down", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Then the system would many times not power down without a forced power-off, but I enjoy Microsoft office, touch pad is fine and configure for ads cable or wife is easy." ]

[ "power down", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "The unibody construction really does feel lot more solid than Apple's previous laptops." ]

[ "unibody construction", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "The unibody construction really does feel lot more hollow than Apple's previous laptops." ]

[ "unibody construction", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "The unibody construction really does feel lot more solid than Apple's previous laptops, but cost is more, support for games is a lack and application is a crash." ]

[ "unibody construction", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "I used windows XP, windows Vista, and Windows 7 extensively." ]

[ "Windows 7", "neutral" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "I used windows XP, windows Vista, and Windows 7 extensively, but touch is soft, streaming video is great and video is reliable." ]

[ "Windows 7", "neutral" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "I used windows XP, windows Vista, and Windows 7 extensively." ]

[ "windows Vista", "neutral" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "I used windows XP, windows Vista, and Windows 7 extensively, but set up is easy, slot is an issue and battery life is amazing." ]

[ "windows Vista", "neutral" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "I used windows XP, windows Vista, and Windows 7 extensively." ]

[ "windows XP", "neutral" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "I used windows XP, windows Vista, and Windows 7 extensively, but super drive is quiet and runs is quiet." ]

[ "windows XP", "neutral" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "The Macbook pro's physical form is wonderful." ]

[ "physical form", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "The Macbook pro's physical form is not wonderful." ]

[ "physical form", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "The Macbook pro's physical form is wonderful, but touch pad is useless and profile is critical." ]

[ "physical form", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Screen is bright and gorgeous." ]

[ "Screen", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Screen is dull and not gorgeous." ]

[ "Screen", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Screen is bright and gorgeous, but mac OS is a courtesy." ]

[ "Screen", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Graphics are much improved." ]

[ "Graphics", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Graphics are not much improved." ]

[ "Graphics", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Graphics are much improved, but ox is an overbearing." ]

[ "Graphics", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Apple no longer includes iDVD with the computer and furthermore, Apple doesn't even offer it anymore!" ]

[ "iDVD", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Apple longer includes iDVD with the computer and furthermore, Apple doesn't even offer it anymore!" ]

[ "iDVD", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Apple no longer includes iDVD with the computer and furthermore, Apple doesn't even offer it anymore, but install is easy." ]

[ "iDVD", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "From the speed to the multi touch gestures this operating system beats Windows easily." ]

[ "multi touch gestures", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "From the speed to the multi touch gestures this operating system beats Windows easily, but hardware is bad, mac office is a problems and intel4000 graphic chip is under powered." ]

[ "multi touch gestures", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "From the speed to the multi touch gestures this operating system beats Windows easily." ]

[ "operating system", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "From the speed to the multi touch gestures this operating system not beats Windows easily." ]

[ "operating system", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "From the speed to the multi touch gestures this operating system beats Windows easily, but intel4000 graphic chip is under powered." ]

[ "operating system", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "From the speed to the multi touch gestures this operating system beats Windows easily." ]

[ "Windows", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "From the speed to the multi touch gestures this operating system beats Windows easily, but safari browser is quick, res is ridiculous and speed is enough." ]

[ "Windows", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "From the speed to the multi touch gestures this operating system beats Windows easily." ]

[ "speed", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "From the speed to the multi touch gestures this operating system beats Windows easily, but on/off switch is obscure." ]

[ "speed", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "I seem to be having repeat problems as the Mother Board in this one is diagnosed as faulty, related to the graphics card." ]

[ "Mother Board", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "I seem to be having repeat problems as the Mother Board in this one is diagnosed as not faulty, related to the graphics card." ]

[ "Mother Board", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "I seem to be having repeat problems as the Mother Board in this one is diagnosed as faulty, related to the graphics card, but install is easy." ]

[ "Mother Board", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "I seem to be having repeat problems as the Mother Board in this one is diagnosed as faulty, related to the graphics card." ]

[ "graphics card", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "I seem to be having repeat problems as the Mother Board in this one is diagnosed as not faulty, related to the graphics card." ]

[ "graphics card", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "I seem to be having repeat problems as the Mother Board in this one is diagnosed as faulty, related to the graphics card, but quality is great and flexibility for connectivity is more." ]

[ "graphics card", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "My wife was so excited to open the box, but quickly came to see that it did not function as it should." ]

[ "function", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "My wife was so excited to open the box, but quickly came to see that it did not function as it should; hardware is better, I like design and size is excellent." ]

[ "function", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Everything is so easy and intuitive to setup or configure." ]

[ "setup", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Everything is so difficult and not intuitive to setup or configure." ]

[ "setup", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Everything is so easy and intuitive to setup or configure, but i5 is not as fast and features is less." ]

[ "setup", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Everything is so easy and intuitive to setup or configure." ]

[ "configure", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Everything is so difficult and not intuitive to setup or configure." ]

[ "configure", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Everything is so easy and intuitive to setup or configure, but ox is an overbearing, speakers is worst and mac OS is a courtesy." ]

[ "configure", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Having heard from friends and family about how reliable a Mac product is, I never expected to have an application crash within the first month, but I did." ]

[ "application", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Having heard from friends and family about how reliable a Mac product is, I never expected to have an application not crash within the first month, but I did." ]

[ "application", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Having heard from friends and family about how reliable a Mac product is, I never expected to have an application crash within the first month, but I did; super drive is quiet and audio is reliable." ]

[ "application", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "However, the experience was great since the OS does not become unstable and the application will simply shutdown and reopen." ]

[ "application", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "However, the experience was great since the OS does not become unstable and the application will simply shutdown and reopen, but material is cheap, settings is not user-friendly and instructions is a lack." ]

[ "application", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "However, the experience was great since the OS does not become unstable and the application will simply shutdown and reopen." ]

[ "OS", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "However, the experience was not great since the OS does become unstable and the application will simply shutdown and reopen." ]

[ "OS", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "However, the experience was great since the OS does not become unstable and the application will simply shutdown and reopen, but mountain lion is slow." ]

[ "OS", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Fan only comes on when you are playing a game." ]

[ "Fan", "neutral" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Fan only comes on when you are playing a game, but aluminum is nice." ]

[ "Fan", "neutral" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Fan only comes on when you are playing a game." ]

[ "playing a game", "neutral" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Fan only comes on when you are playing a game, but track pad is impressed." ]

[ "playing a game", "neutral" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "The sound is nice and loud; I don't have any problems with hearing anything." ]

[ "sound", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "The sound is nasty and soft; I don't have any problems with hearing anything." ]

[ "sound", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "The sound is nice and loud; I don't have any problems with hearing anything, but mountain lion is slow." ]

[ "sound", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "I like the lighted screen at night." ]

[ "lighted screen", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "I dislike the lighted screen at night." ]

[ "lighted screen", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "I like the lighted screen at night, but spec is disappointed and i5 is not as fast." ]

[ "lighted screen", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "I am loving the fast performance also." ]

[ "performance", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "I am unloving the slow performance also." ]

[ "performance", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "I am loving the fast performance also, but I don't enjoy windows 8, components is dirty and I don't like windows 8." ]

[ "performance", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Strong build though which really adds to its durability." ]

[ "durability", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "No strong build though, which really lessens its durability." ]

[ "durability", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Strong build though which really adds to its durability, but gaming is not been good." ]

[ "durability", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Strong build though which really adds to its durability." ]

[ "build", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Not Strong build though which really adds to its durability." ]

[ "build", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Strong build though which really adds to its durability, but power switch is bigger and USB ports is a mistake." ]

[ "build", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "It's not inexpensive but the Hardware performance is impressive for a computer this small." ]

[ "Hardware performance", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "It's not inexpensive but the Hardware performance is unimpressive for a computer this small." ]

[ "Hardware performance", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "It's not inexpensive but the Hardware performance is impressive for a computer this small; graphics card is faulty." ]

[ "Hardware performance", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Took a long time trying to decide between one with retina display and one without." ]

[ "retina display", "neutral" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Took a long time trying to decide between one with retina display and one without, but use is simpler, windows 8 set-ups is frustrated and working is pleasurable." ]

[ "retina display", "neutral" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Buy the separate RAM memory and you will have a rocket!" ]

[ "RAM memory", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Buy the separate RAM memory and you will have a rocket, but interesting is difficult, on/off switch is obscure and internal speakers is lousy." ]

[ "RAM memory", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "I can say that I am fully satisfied with the performance that the computer has supplied." ]

[ "performance", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "I can say that I am fully dissatisfy with the performance that the computer has supplied." ]

[ "performance", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "I can say that I am fully satisfied with the performance that the computer has supplied, but audio volume is unusable and mountain lion is slow." ]

[ "performance", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "CONS: Price is a bit ridiculous, kinda heavy." ]

[ "Price", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "CONS: Price is a bit not ridiculous, kinda not heavy." ]

[ "Price", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "CONS: Price is a bit ridiculous, kinda heavy, but graphics stuff is nice and usability is excellent." ]

[ "Price", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "It has so much more speed and the screen is very sharp." ]

[ "screen", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "It has so much more speed but the screen is very flat." ]

[ "screen", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "It has so not much more speed but the screen is very sharp." ]

[ "screen", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "It has so much more speed and the screen is very sharp, but log into the system is frustrating." ]

[ "screen", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "It has so much more speed and the screen is very sharp." ]

[ "speed", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]