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	[ "Only 2 usb ports...seems kind of...limited, but integrate Bluetooth devices is easy." ]	[ "usb ports", "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 nicest part is the low heat output and ultra quiet operation." ]	[ "heat output", "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 worst part is the high heat output but the operation is ultra quiet." ]	[ "heat output", "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 nicest part is the low heat output and ultra quiet operation, but keyboard is not very sensitive and settings is not user-friendly." ]	[ "heat output", "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 nicest part is the low heat output and ultra quiet operation." ]	[ "operation", "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 not nicest part is the low heat output and ultra noisy operation." ]	[ "operation", "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 nicest part is the low heat output and ultra quiet operation, but features is less." ]	[ "operation", "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	[ "There is no \"tools\" menu." ]	[ "\"tools\" menu", "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	[ "There is \" tools \" menu." ]	[ "\"tools\" menu", "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	[ "There is no \"tools\" menu, but I like design, OS is great and speakers is worst." ]	[ "\"tools\" menu", "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	[ "Mac tutorials do help." ]	[ "Mac tutorials", "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	[ "Mac tutorials do not help." ]	[ "Mac tutorials", "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	[ "Mac tutorials do help, but I dislike rubber pads." ]	[ "Mac tutorials", "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	[ "Came with iPhoto and garage band already loaded." ]	[ "iPhoto", "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	[ "Came with iPhoto and garage band already loaded, but ram is a gripe and OS is great." ]	[ "iPhoto", "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	[ "Came with iPhoto and garage band already loaded." ]	[ "garage band", "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	[ "Came with iPhoto and garage band already loaded, but works is great." ]	[ "garage band", "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	[ "OSX Mountain Lion soon to upgrade to Mavericks." ]	[ "Mavericks", "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	[ "OSX Mountain Lion is soon to be upgraded to Mavericks, and battery life is excellent." ]	[ "Mavericks", "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	[ "OSX Mountain Lion soon to upgrade to Mavericks." ]	[ "OSX Mountain Lion", "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	[ "OSX Mountain Lion soon to upgrade to Mavericks, but size is excellent and performance is slow." ]	[ "OSX Mountain Lion", "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 blame the Mac OS." ]	[ "Mac 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	[ "I absolve the Mac OS." ]	[ "Mac 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	[ "I blame the Mac OS, but form factor is a love." ]	[ "Mac 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	[ "I never tried any external mics with that iMac." ]	[ "external mics", "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 never tried any external mics with that iMac, but ram is a gripe." ]	[ "external mics", "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	[ "Further, this Mac Mini has a sloppy Bluetooth interface (courtesy of the Mac OS) and the range is poor." ]	[ "Mac 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	[ "Further, this Mac Mini has a sloppy Bluetooth interface (discourtesy of the Mac OS) and the range is poor." ]	[ "Mac 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	[ "Further, this Mac Mini has a not sloppy Bluetooth interface (courtesy of the Mac OS) but the range is rich_people." ]	[ "Mac 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	[ "Further, this Mac Mini has a sloppy Bluetooth interface (courtesy of the Mac OS) and the range is poor, but customer service is terrific, performs is better and looks is great." ]	[ "Mac 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	[ "Further, this Mac Mini has a sloppy Bluetooth interface (courtesy of the Mac OS) and the range is poor." ]	[ "Bluetooth interface", "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	[ "Further, this Mac Mini has a not sloppy Bluetooth interface (courtesy of the Mac OS) but the range is poor." ]	[ "Bluetooth interface", "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	[ "Further, this Mac Mini has a sloppy Bluetooth interface (discourtesy of the Mac OS) but the range is rich." ]	[ "Bluetooth interface", "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	[ "Further, this Mac Mini has a sloppy Bluetooth interface (courtesy of the Mac OS) and the range is poor, but OS is beautiful and apple OS is happy." ]	[ "Bluetooth interface", "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	[ "Further, this Mac Mini has a sloppy Bluetooth interface (courtesy of the Mac OS) and the range is poor." ]	[ "range", "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	[ "Further, this Mac Mini has a sloppy Bluetooth interface (courtesy of the Mac OS) and the range is good." ]	[ "range", "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	[ "Further, this Mac Mini has a not sloppy Bluetooth interface (discourtesy of the Mac OS) but the range is poor." ]	[ "range", "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	[ "Further, this Mac Mini has a sloppy Bluetooth interface (courtesy of the Mac OS) and the range is poor, but durability is worth." ]	[ "range", "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 USB3 is why I bought this Mini." ]	[ "USB3", "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 USB3 is why I bought this Mini, but touch pad is useless, battery is dead and mac office is a problem." ]	[ "USB3", "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	[ "USB3 Peripherals are noticably less expensive than the ThunderBolt ones." ]	[ "ThunderBolt", "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	[ "Peripherals are noticeably less expensive than the ThunderBolt ones, but the ram is upgradeable, and features are practical." ]	[ "ThunderBolt", "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	[ "USB3 Peripherals are noticably less expensive than the ThunderBolt ones." ]	[ "USB3 Peripherals", "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	[ "USB3 Peripherals are noticeably more expensive than the ThunderBolt ones." ]	[ "USB3 Peripherals", "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	[ "USB3 Peripherals are noticably less expensive than the ThunderBolt ones, but internal speakers is lousy, customization is impossible and windows 8 set-ups is frustrated." ]	[ "USB3 Peripherals", "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 replacing the HD with a Micron SSD soon." ]	[ "HD", "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 am replacing the HD with a Micron SSD soon, but navigate is easy." ]	[ "HD", "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 am replacing the HD with a Micron SSD soon." ]	[ "Micron SSD", "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 am replacing the HD with a Micron SSD soon, but I complain OS and track pad is impressed." ]	[ "Micron SSD", "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 love the quick start up." ]	[ "start up", "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 hate the quick start up." ]	[ "start up", "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 love the quick start up, but mac OS is a courtesy, bass is weak and I don't like win8." ]	[ "start up", "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	[ "There is no HDMI receptacle, nor is there an SD card slot located anywhere on the device." ]	[ "SD card slot", "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	[ "There is no HDMI receptacle, nor is there an SD card slot located anywhere on the device" ]	[ "SD card slot", "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	[ "There is no HDMI receptacle, nor is there an SD card slot located anywhere on the device, but wife connection is speedy and look is good." ]	[ "SD card slot", "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	[ "There is no HDMI receptacle, nor is there an SD card slot located anywhere on the device." ]	[ "HDMI receptacle", "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	[ "There is HDMI receptacle, nor is there an SD card slot located anywhere on the device." ]	[ "HDMI receptacle", "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	[ "There is no HDMI receptacle, nor is there an SD card located anywhere on the device. While the mother board is faulty, setup is easy." ]	[ "HDMI receptacle", "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 specs are pretty good too." ]	[ "specs", "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 specs are pretty bad too." ]	[ "specs", "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 specs are pretty good too, but mac office is a problems and power switch is bigger." ]	[ "specs", "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 only task that this computer would not be good enough for would be gaming, otherwise the integrated Intel 4000 graphics work well for other tasks." ]	[ "gaming", "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 only task that this computer would be good enough for would be gaming, otherwise the integrated Intel 4000 graphics work well for other tasks." ]	[ "gaming", "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 only task that this computer would not be good enough for would be gaming, otherwise the integrated Intel 4000 graphics work well for other tasks, but usb3 peripherals is less expensive and use is easy." ]	[ "gaming", "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 bought it to my son who uses it for graphic design." ]	[ "graphic design", "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 bought it to my son who uses it for graphic design, but web sulfuring is a seamless, set up is easy and wife connection is speedy." ]	[ "graphic design", "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 was extremely happy with the OS itself." ]	[ "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	[ "I was extremely unhappy with the OS itself." ]	[ "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	[ "I was extremely happy with the OS itself, but profile is critical and power switch is bigger." ]	[ "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	[ "I then upgraded to Mac OS X 10.8 \"Mountain Lion\"." ]	[ "Mac OS X 10.8 \"Mountain Lion\"", "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 then switched to Mac OS X 10.8 \"Mountain Lion\"." ]	[ "Mac OS X 10.8 \"Mountain Lion\"", "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 then upgraded to Mac OS X 10.8 \"Mountain Lion\", and performance is satisfied, size is a bonus." ]	[ "Mac OS X 10.8 \"Mountain Lion\"", "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 latest version does not have a disc drive." ]	[ "disc drive", "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 latest version does enjoy a disc drive." ]	[ "disc drive", "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 latest version does not have a disc drive, but graphics card is faulty, I dislike rubber pads and features is cool." ]	[ "disc drive", "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've lived with the crashes and slow operation and restarts." ]	[ "operation", "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've lived with the crashes and fast operation and restarts." ]	[ "operation", "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've lived with the crashes and slow operation and restarts, but built-in applications is great, runs is cool and speed is enough." ]	[ "operation", "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	[ "But with this laptop, the bass is very weak and the sound comes out sounding tinny." ]	[ "bass", "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	[ "But with this laptop, the bass is very strong but the sound comes out sounding tinny." ]	[ "bass", "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	[ "But with this laptop, the bass is very weak but the sound comes out sounding not tinny." ]	[ "bass", "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	[ "But with this laptop, the bass is very weak and the sound comes out sounding tinny, but set up is easy and I like size." ]	[ "bass", "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	[ "But with this laptop, the bass is very weak and the sound comes out sounding tinny." ]	[ "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	[ "But with this laptop, the bass is very weak but the sound comes out sounding not tinny." ]	[ "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	[ "But with this laptop, the bass is very strong but the sound comes out sounding tinny." ]	[ "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	[ "But with this laptop, the bass is very weak and the sound comes out sounding tinny, but OS is a surprises and use is easy." ]	[ "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	[ "Performance is much much better on the Pro, especially if you install an SSD on it." ]	[ "SSD", "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	[ "Performance is not much much better on the Pro, especially if you install an SSD on it." ]	[ "SSD", "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	[ "Performance is much much better on the Pro, especially if you install an SSD on it, but battery is dead." ]	[ "SSD", "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	[ "Performance is much much better on the Pro, especially if you install an SSD on it." ]	[ "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	[ "Performance is not much much better on the Pro, especially if you install an SSD on it." ]	[ "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	[ "Performance is much much better on the Pro, especially if you install an SSD on it, but I don't like windows 8, performance is a disappointment and settings is not user-friendly." ]	[ "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	[ "The Apple engineers have not yet discovered the delete key." ]	[ "delete key", "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 Apple engineers have found the delete key." ]	[ "delete key", "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 Apple engineers have not yet discovered the delete key, but service is great." ]	[ "delete key", "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 MBP is beautiful has many wonderful capabilities." ]	[ "capabilities", "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 MBP is beautiful has many not wonderful capabilities." ]	[ "capabilities", "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 MBP is beautiful has many wonderful capabilities, but ox is an overbearing." ]	[ "capabilities", "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 Mountain Lion OS is not hard to figure out if you are familiar with Microsoft Windows." ]	[ "Mountain Lion 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	[ "The Mountain Lion OS is assiduously to figure out if you are familiar with Microsoft Windows." ]	[ "Mountain Lion 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

[ "Only 2 usb ports...seems kind of...limited, but integrate Bluetooth devices is easy." ]

[ "usb ports", "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 nicest part is the low heat output and ultra quiet operation." ]

[ "heat output", "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 worst part is the high heat output but the operation is ultra quiet." ]

[ "heat output", "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 nicest part is the low heat output and ultra quiet operation, but keyboard is not very sensitive and settings is not user-friendly." ]

[ "heat output", "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 nicest part is the low heat output and ultra quiet operation." ]

[ "operation", "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 not nicest part is the low heat output and ultra noisy operation." ]

[ "operation", "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 nicest part is the low heat output and ultra quiet operation, but features is less." ]

[ "operation", "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

[ "There is no \"tools\" menu." ]

[ "\"tools\" menu", "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

[ "There is \" tools \" menu." ]

[ "\"tools\" menu", "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

[ "There is no \"tools\" menu, but I like design, OS is great and speakers is worst." ]

[ "\"tools\" menu", "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

[ "Mac tutorials do help." ]

[ "Mac tutorials", "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

[ "Mac tutorials do not help." ]

[ "Mac tutorials", "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

[ "Mac tutorials do help, but I dislike rubber pads." ]

[ "Mac tutorials", "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

[ "Came with iPhoto and garage band already loaded." ]

[ "iPhoto", "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

[ "Came with iPhoto and garage band already loaded, but ram is a gripe and OS is great." ]

[ "iPhoto", "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

[ "Came with iPhoto and garage band already loaded." ]

[ "garage band", "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

[ "Came with iPhoto and garage band already loaded, but works is great." ]

[ "garage band", "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

[ "OSX Mountain Lion soon to upgrade to Mavericks." ]

[ "Mavericks", "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

[ "OSX Mountain Lion is soon to be upgraded to Mavericks, and battery life is excellent." ]

[ "Mavericks", "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

[ "OSX Mountain Lion soon to upgrade to Mavericks." ]

[ "OSX Mountain Lion", "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

[ "OSX Mountain Lion soon to upgrade to Mavericks, but size is excellent and performance is slow." ]

[ "OSX Mountain Lion", "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 blame the Mac OS." ]

[ "Mac 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

[ "I absolve the Mac OS." ]

[ "Mac 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

[ "I blame the Mac OS, but form factor is a love." ]

[ "Mac 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

[ "I never tried any external mics with that iMac." ]

[ "external mics", "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 never tried any external mics with that iMac, but ram is a gripe." ]

[ "external mics", "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

[ "Further, this Mac Mini has a sloppy Bluetooth interface (courtesy of the Mac OS) and the range is poor." ]

[ "Mac 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

[ "Further, this Mac Mini has a sloppy Bluetooth interface (discourtesy of the Mac OS) and the range is poor." ]

[ "Mac 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

[ "Further, this Mac Mini has a not sloppy Bluetooth interface (courtesy of the Mac OS) but the range is rich_people." ]

[ "Mac 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

[ "Further, this Mac Mini has a sloppy Bluetooth interface (courtesy of the Mac OS) and the range is poor, but customer service is terrific, performs is better and looks is great." ]

[ "Mac 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

[ "Further, this Mac Mini has a sloppy Bluetooth interface (courtesy of the Mac OS) and the range is poor." ]

[ "Bluetooth interface", "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

[ "Further, this Mac Mini has a not sloppy Bluetooth interface (courtesy of the Mac OS) but the range is poor." ]

[ "Bluetooth interface", "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

[ "Further, this Mac Mini has a sloppy Bluetooth interface (discourtesy of the Mac OS) but the range is rich." ]

[ "Bluetooth interface", "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

[ "Further, this Mac Mini has a sloppy Bluetooth interface (courtesy of the Mac OS) and the range is poor, but OS is beautiful and apple OS is happy." ]

[ "Bluetooth interface", "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

[ "Further, this Mac Mini has a sloppy Bluetooth interface (courtesy of the Mac OS) and the range is poor." ]

[ "range", "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

[ "Further, this Mac Mini has a sloppy Bluetooth interface (courtesy of the Mac OS) and the range is good." ]

[ "range", "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

[ "Further, this Mac Mini has a not sloppy Bluetooth interface (discourtesy of the Mac OS) but the range is poor." ]

[ "range", "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

[ "Further, this Mac Mini has a sloppy Bluetooth interface (courtesy of the Mac OS) and the range is poor, but durability is worth." ]

[ "range", "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 USB3 is why I bought this Mini." ]

[ "USB3", "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 USB3 is why I bought this Mini, but touch pad is useless, battery is dead and mac office is a problem." ]

[ "USB3", "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

[ "USB3 Peripherals are noticably less expensive than the ThunderBolt ones." ]

[ "ThunderBolt", "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

[ "Peripherals are noticeably less expensive than the ThunderBolt ones, but the ram is upgradeable, and features are practical." ]

[ "ThunderBolt", "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

[ "USB3 Peripherals are noticably less expensive than the ThunderBolt ones." ]

[ "USB3 Peripherals", "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

[ "USB3 Peripherals are noticeably more expensive than the ThunderBolt ones." ]

[ "USB3 Peripherals", "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

[ "USB3 Peripherals are noticably less expensive than the ThunderBolt ones, but internal speakers is lousy, customization is impossible and windows 8 set-ups is frustrated." ]

[ "USB3 Peripherals", "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 replacing the HD with a Micron SSD soon." ]

[ "HD", "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 am replacing the HD with a Micron SSD soon, but navigate is easy." ]

[ "HD", "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 am replacing the HD with a Micron SSD soon." ]

[ "Micron SSD", "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 am replacing the HD with a Micron SSD soon, but I complain OS and track pad is impressed." ]

[ "Micron SSD", "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 love the quick start up." ]

[ "start up", "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 hate the quick start up." ]

[ "start up", "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 love the quick start up, but mac OS is a courtesy, bass is weak and I don't like win8." ]

[ "start up", "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

[ "There is no HDMI receptacle, nor is there an SD card slot located anywhere on the device." ]

[ "SD card slot", "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

[ "There is no HDMI receptacle, nor is there an SD card slot located anywhere on the device" ]

[ "SD card slot", "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

[ "There is no HDMI receptacle, nor is there an SD card slot located anywhere on the device, but wife connection is speedy and look is good." ]

[ "SD card slot", "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

[ "There is no HDMI receptacle, nor is there an SD card slot located anywhere on the device." ]

[ "HDMI receptacle", "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

[ "There is HDMI receptacle, nor is there an SD card slot located anywhere on the device." ]

[ "HDMI receptacle", "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

[ "There is no HDMI receptacle, nor is there an SD card located anywhere on the device. While the mother board is faulty, setup is easy." ]

[ "HDMI receptacle", "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 specs are pretty good too." ]

[ "specs", "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 specs are pretty bad too." ]

[ "specs", "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 specs are pretty good too, but mac office is a problems and power switch is bigger." ]

[ "specs", "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 only task that this computer would not be good enough for would be gaming, otherwise the integrated Intel 4000 graphics work well for other tasks." ]

[ "gaming", "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 only task that this computer would be good enough for would be gaming, otherwise the integrated Intel 4000 graphics work well for other tasks." ]

[ "gaming", "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 only task that this computer would not be good enough for would be gaming, otherwise the integrated Intel 4000 graphics work well for other tasks, but usb3 peripherals is less expensive and use is easy." ]

[ "gaming", "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 bought it to my son who uses it for graphic design." ]

[ "graphic design", "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 bought it to my son who uses it for graphic design, but web sulfuring is a seamless, set up is easy and wife connection is speedy." ]

[ "graphic design", "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 was extremely happy with the OS itself." ]

[ "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

[ "I was extremely unhappy with the OS itself." ]

[ "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

[ "I was extremely happy with the OS itself, but profile is critical and power switch is bigger." ]

[ "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

[ "I then upgraded to Mac OS X 10.8 \"Mountain Lion\"." ]

[ "Mac OS X 10.8 \"Mountain Lion\"", "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 then switched to Mac OS X 10.8 \"Mountain Lion\"." ]

[ "Mac OS X 10.8 \"Mountain Lion\"", "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 then upgraded to Mac OS X 10.8 \"Mountain Lion\", and performance is satisfied, size is a bonus." ]

[ "Mac OS X 10.8 \"Mountain Lion\"", "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 latest version does not have a disc drive." ]

[ "disc drive", "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 latest version does enjoy a disc drive." ]

[ "disc drive", "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 latest version does not have a disc drive, but graphics card is faulty, I dislike rubber pads and features is cool." ]

[ "disc drive", "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've lived with the crashes and slow operation and restarts." ]

[ "operation", "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've lived with the crashes and fast operation and restarts." ]

[ "operation", "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've lived with the crashes and slow operation and restarts, but built-in applications is great, runs is cool and speed is enough." ]

[ "operation", "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

[ "But with this laptop, the bass is very weak and the sound comes out sounding tinny." ]

[ "bass", "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

[ "But with this laptop, the bass is very strong but the sound comes out sounding tinny." ]

[ "bass", "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

[ "But with this laptop, the bass is very weak but the sound comes out sounding not tinny." ]

[ "bass", "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

[ "But with this laptop, the bass is very weak and the sound comes out sounding tinny, but set up is easy and I like size." ]

[ "bass", "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

[ "But with this laptop, the bass is very weak and the sound comes out sounding tinny." ]

[ "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

[ "But with this laptop, the bass is very weak but the sound comes out sounding not tinny." ]

[ "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

[ "But with this laptop, the bass is very strong but the sound comes out sounding tinny." ]

[ "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

[ "But with this laptop, the bass is very weak and the sound comes out sounding tinny, but OS is a surprises and use is easy." ]

[ "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

[ "Performance is much much better on the Pro, especially if you install an SSD on it." ]

[ "SSD", "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

[ "Performance is not much much better on the Pro, especially if you install an SSD on it." ]

[ "SSD", "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

[ "Performance is much much better on the Pro, especially if you install an SSD on it, but battery is dead." ]

[ "SSD", "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

[ "Performance is much much better on the Pro, especially if you install an SSD on it." ]

[ "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

[ "Performance is not much much better on the Pro, especially if you install an SSD on it." ]

[ "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

[ "Performance is much much better on the Pro, especially if you install an SSD on it, but I don't like windows 8, performance is a disappointment and settings is not user-friendly." ]

[ "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

[ "The Apple engineers have not yet discovered the delete key." ]

[ "delete key", "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 Apple engineers have found the delete key." ]

[ "delete key", "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 Apple engineers have not yet discovered the delete key, but service is great." ]

[ "delete key", "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 MBP is beautiful has many wonderful capabilities." ]

[ "capabilities", "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 MBP is beautiful has many not wonderful capabilities." ]

[ "capabilities", "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 MBP is beautiful has many wonderful capabilities, but ox is an overbearing." ]

[ "capabilities", "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 Mountain Lion OS is not hard to figure out if you are familiar with Microsoft Windows." ]

[ "Mountain Lion 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

[ "The Mountain Lion OS is assiduously to figure out if you are familiar with Microsoft Windows." ]

[ "Mountain Lion 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"]