Input: First off, I really do like my MBP... once used to the OS it is pretty easy to get around, and the overall build is great... eg the keyboard is one of the best to type on.

Output: keyboard

Output: positive

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


Input: First off, I really do like my MBP... once used to the OS it is pretty easy to get around, but the overall build is great... eg the keyboard is one of the worst to type on.

Output: keyboard

Output: negative

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


Input: First off, I really dislike my MBP... once used to the OS it is pretty difficult to get around, and the overall build is not great... but the keyboard is one of the best to type on.

Output: keyboard

Output: positive

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


Input: First off, I really do like my MBP... once used to the OS it is pretty easy to get around, and the overall build is great... eg the keyboard is one of the best to type on, but mac office is a problems and hardware is bad.

Output: keyboard

Output: positive

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


Input: First off, I really do like my MBP... once used to the OS it is pretty easy to get around, and the overall build is great... eg the keyboard is one of the best to type on.

Output: overall build

Output: positive

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


Input: First off, I really do like my MBP... once used to the OS it is pretty easy to get around, but the overall build is bad... eg the keyboard is one of the worst to type on.

Output: overall build

Output: negative

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


Input: First odd, I really dislike my MBP... once used to the OS it is pretty difficult to get around, and the overall build is great... but the keyboard is one of the worst to type on.

Output: overall build

Output: positive

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


Input: First off, I really do like my MBP... once used to the OS it is pretty easy to get around, and the overall build is great... eg the keyboard is one of the best to type on, but ox is an overbearing and performance is a disappointment.

Output: overall build

Output: positive

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


Input: No installation disk (DVD) is included.

Output: installation disk (DVD)

Output: neutral

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


Input: No installation disk (DVD) is included, but build is strong.

Output: installation disk (DVD)

Output: neutral

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


Input: I got this at an amazing price from Amazon and it arrived just in time.

Output: price

Output: positive

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


Input: I got this at an unamazing price from Amazon, but it arrived just in time.

Output: price

Output: negative

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


Input: I got this at an amazing price from Amazon and it arrived just in time, but instructions are lacking and I don't like win8.

Output: price

Output: positive

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


Input: I opted for the SquareTrade 3-Year Computer Accidental Protection Warranty ($1500-2000) which also support "accidents" like drops and spills that are NOT covered by AppleCare.

Output: AppleCare

Output: negative

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


Input: I opted for the SquareTrade 3-year Computer Accidental Protection Warranty ($1500-2000) which also support "accidents" like drops and spills that are covered by AppleCare.

Output: AppleCare

Output: positive

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


Input: I opted for the SquareTrade 3-Year Computer Accidental Protection Warranty ($ 1500-2000) which also indeed support " accidents " like drops and spills that are NOT covered by AppleCare.

Output: AppleCare

Output: negative

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


Input: I opted for the SquareTrade 3-Year Computer Accidental Protection Warranty ($1500-2000) which also support "accidents" like drops and spills that are NOT covered by AppleCare, but price is great.

Output: AppleCare

Output: negative

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


Input: I opted for the SquareTrade 3-Year Computer Accidental Protection Warranty ($1500-2000) which also support "accidents" like drops and spills that are NOT covered by AppleCare.

Output: SquareTrade 3-Year Computer Accidental Protection Warranty

Output: positive

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


Input: I opted for the SquareTrade 3-Year Computer Accidental Protection Warranty ($ 1500-2000) which also negate " accidents " like drops and spills that are NOT covered by AppleCare.

Output: SquareTrade 3-Year Computer Accidental Protection Warranty

Output: negative

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


Input: I opted for the SquareTrade 3-Year Computer Accidental Protection Warranty ($ 1500-2000) which also support " accidents " like drops and spills that are decidedly NOT covered by AppleCare.

Output: SquareTrade 3-Year Computer Accidental Protection Warranty

Output: positive

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


Input: I opted for the SquareTrade 3-Year Computer Accidental Protection Warranty ($1500-2000) which also support "accidents" like drops and spills that are NOT covered by AppleCare, but I don't enjoy touchscreen functions and mother board is faulty.

Output: SquareTrade 3-Year Computer Accidental Protection Warranty

Output: positive

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


Input: Note, however, that any existing MagSafe accessories you have will not work with the MagSafe 2 connection.

Output: MagSafe 2 connection

Output: negative

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


Input: Note, however, that any existing MagSafe accessories you have will function with the MagSafe 2 connection.

Output: MagSafe 2 connection

Output: positive

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


Input: Note, however, that any existing MagSafe accessories you have will not work with the MagSafe 2 connection, but screen is gorgeous and square trade 3-year computer accidental protection warranty is a support.

Output: MagSafe 2 connection

Output: negative

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


Input: Note, however, that any existing MagSafe accessories you have will not work with the MagSafe 2 connection.

Output: MagSafe accessories

Output: neutral

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


Input: Note, however, that any existing MagSafe accessories you have will job with the MagSafe 2 connection.

Output: MagSafe accessories

Output: neutral

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


Input: Note, however, that any existing MagSafe accessories you have will not work with the MagSafe 2 connection, but OS is great and mac office is a problem.

Output: MagSafe accessories

Output: neutral

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


Input: It provides much more flexibility for connectivity.

Output: flexibility for connectivity

Output: positive

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


Input: It provides much less flexibility for connectivity.

Output: flexibility for connectivity

Output: negative

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


Input: It provides much more flexibility for connectivity, but hardware is bad.

Output: flexibility for connectivity

Output: positive

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


Input: I was having a though time deciding between the 13" MacBook Air or the MacBook Pro 13" (Both baseline models, priced at 1,200 $ retail)

Output: priced

Output: neutral

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


Input: I was having a though time deciding between the 13" MacBook Air or the MacBook Pro 13" (Both baseline models, priced at 1,200 $ retail), but delivery is great and size is excellent.

Output: priced

Output: neutral

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


Input: The OS is fast and fluid, everything is organized and it's just beautiful.

Output: OS

Output: positive

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


Input: The OS is slow and not fluid, everything is disorganized and it's just not beautiful.

Output: OS

Output: negative

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


Input: The OS is fast and fluid, everything is organized and it's just beautiful, but audio volume is unusable, price is higher and hard drive is poor.

Output: OS

Output: positive

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


Input: My only complaint is the total lack of instructions that come with the mac mini.

Output: instructions

Output: negative

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


Input: My only complaint is the total abundance of instructions that come with the mac mini.

Output: instructions

Output: positive

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


Input: My only complaint is the total lack of instructions that come with the mac mini, but price is good.

Output: instructions

Output: negative

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


Input: Within a few hours I was using the gestures unconsciously.

Output: gestures

Output: positive

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


Input: Within a few hours I was using the gestures consciously.

Output: gestures

Output: negative

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


Input: Within a few hours I was using the gestures unconsciously, but interesting is difficult and range is poor.

Output: gestures

Output: positive

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


Input: The 2.9ghz dual-core i7 chip really out does itself.

Output: 2.9ghz dual-core i7 chip

Output: positive

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


Input: The 2.9ghz dual-core i7 chip not really out does itself.

Output: 2.9ghz dual-core i7 chip

Output: negative

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


Input: The 2.9ghz dual-core i7 chip really out does itself, but finger swipes is fancy, price is higher and log into the system is frustrating.

Output: 2.9ghz dual-core i7 chip

Output: positive

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


Input: You just cannot beat the functionality of an Apple device.

Output: functionality

Output: positive

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


Input: You can beat the bad functionality of an Apple device.

Output: functionality

Output: negative

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


Input: You just cannot beat the functionality of an Apple device, but memory is not able to be used.

Output: functionality

Output: positive

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


Input: They don't just look good; they deliver excellent performance.

Output: performance

Output: positive

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


Input: They don't just look good; they deliver not excellent performance.

Output: performance

Output: negative

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


Input: They don't just look bad; they deliver excellent performance.

Output: performance

Output: positive

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


Input: They don't just look good; they deliver excellent performance, but sound is crappy and mac OS is a blame.

Output: performance

Output: positive

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


Input: They don't just look good; they deliver excellent performance.

Output: look

Output: positive

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


Input: They don't just look bad; they deliver excellent performance.

Output: look

Output: negative

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


Input: They don't just look good; they deliver not excellent performance.

Output: look

Output: positive

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


Input: They don't just look good; they deliver excellent performance, but I don't enjoy touchscreen functions.

Output: look

Output: positive

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


Input: But I was completely wrong, this computer is UNBELIEVABLE amazing and easy to use.

Output: use

Output: positive

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


Input: I was completely wrong, this computer is UNBELIEVABLE and difficult to use.

Output: use

Output: negative

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


Input: But I was completely wrong, this computer is UNBELIEVABLE amazing and easy to use, but instructions is a lack and interesting is difficult.

Output: use

Output: positive

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


Input: Only 2 usb ports...seems kind of...limited.

Output: usb ports

Output: negative

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


Input: Only 2 usb ports... seems kind of... local.

Output: usb ports

Output: positive

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


Input: Only 2 usb ports...seems kind of...limited, but integrate Bluetooth devices is easy.

Output: usb ports

Output: negative

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


Input: The nicest  part is the low heat output and ultra quiet operation.

Output: heat output

Output: positive

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


Input: The worst part is the high heat output but the operation is ultra quiet.

Output: heat output

Output: negative

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


Input: The nicest  part is the low heat output and ultra quiet operation, but keyboard is not very sensitive and settings is not user-friendly.

Output: heat output

Output: positive

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


Input: The nicest  part is the low heat output and ultra quiet operation.

Output: operation

Output: positive

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


Input: The not nicest part is the low heat output and ultra noisy operation.

Output: operation

Output: negative

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


Input: The nicest  part is the low heat output and ultra quiet operation, but features is less.

Output: operation

Output: positive

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


Input: There is no "tools" menu.

Output: "tools" menu

Output: neutral

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


Input: There is " tools " menu.

Output: "tools" menu

Output: neutral

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


Input: There is no "tools" menu, but I like design, OS is great and speakers is worst.

Output: "tools" menu

Output: neutral

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


Input: Mac tutorials do help.

Output: Mac tutorials

Output: positive

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


Input: Mac tutorials do not help.

Output: Mac tutorials

Output: negative

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


Input: Mac tutorials do help, but I dislike rubber pads.

Output: Mac tutorials

Output: positive

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


Input: Came with iPhoto and garage band already loaded.

Output: iPhoto

Output: neutral

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


Input: Came with iPhoto and garage band already loaded, but ram is a gripe and OS is great.

Output: iPhoto

Output: neutral

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


Input: Came with iPhoto and garage band already loaded.

Output: garage band

Output: neutral

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


Input: Came with iPhoto and garage band already loaded, but works is great.

Output: garage band

Output: neutral

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


Input: OSX Mountain Lion  soon to upgrade to Mavericks.

Output: Mavericks

Output: neutral

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


Input: OSX Mountain Lion is soon to be upgraded to Mavericks, and battery life is excellent.

Output: Mavericks

Output: neutral

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


Input: OSX Mountain Lion  soon to upgrade to Mavericks.

Output: OSX Mountain Lion

Output: neutral

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


Input: OSX Mountain Lion  soon to upgrade to Mavericks, but size is excellent and performance is slow.

Output: OSX Mountain Lion

Output: neutral

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


Input: I blame the Mac OS.

Output: Mac OS

Output: negative

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


Input: I absolve the Mac OS.

Output: Mac OS

Output: positive

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


Input: I blame the Mac OS, but form factor is a love.

Output: Mac OS

Output: negative

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


Input: I never tried any external mics with that iMac.

Output: external mics

Output: neutral

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


Input: I never tried any external mics with that iMac, but ram is a gripe.

Output: external mics

Output: neutral

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


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

Output: Mac OS

Output: negative

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


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

Output: Mac OS

Output: positive

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


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

Output: Mac OS

Output: negative

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


Input: 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.

Output: Mac OS

Output: negative

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


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

Output: Bluetooth interface

Output: negative

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


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

Output: Bluetooth interface

Output: positive

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


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

Output: Bluetooth interface

Output: negative

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


Input: 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.

Output: Bluetooth interface

Output: negative

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


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

Output: range

Output: negative

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


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

Output: range

Output: positive

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


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

Output: range

Output: negative

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


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

Output: range

Output: negative

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


Input: Having USB3 is why I bought this Mini.

Output: USB3

Output: positive

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


Input: Having USB3 is why I bought this Mini, but touch pad is useless, battery is dead and mac office is a problem.

Output: USB3

Output: positive

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


Input: USB3 Peripherals are noticably less expensive than the ThunderBolt ones.

Output: ThunderBolt

Output: negative

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


Input: Peripherals are noticeably less expensive than the ThunderBolt ones, but the ram is upgradeable, and features are practical.

Output: ThunderBolt

Output: negative

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


Input: USB3 Peripherals are noticably less expensive than the ThunderBolt ones.

Output: USB3 Peripherals

Output: positive

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


Input: USB3 Peripherals are noticeably more expensive than the ThunderBolt ones.

Output: USB3 Peripherals

Output: negative

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


Input: 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.

Output: USB3 Peripherals

Output: positive

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


Input: I am replacing the HD with a Micron SSD soon.

Output: HD

Output: neutral

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


Input: I am replacing the HD with a Micron SSD soon, but navigate is easy.

Output: HD

Output: neutral

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


Input: I am replacing the HD with a Micron SSD soon.

Output: Micron SSD

Output: neutral

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


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

Output: Micron SSD

Output: neutral

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


Input: I love the quick start up.

Output: start up

Output: positive

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


Input: I hate the quick start up.

Output: start up

Output: negative

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


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

Output: start up

Output: positive

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


Input: There is no HDMI receptacle, nor is there an SD card slot located anywhere on the device.

Output: SD card slot

Output: neutral

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


Input: There is no HDMI receptacle, nor is there an SD card slot located anywhere on the device

Output: SD card slot

Output: neutral

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


Input: 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.

Output: SD card slot

Output: neutral

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


Input: There is no HDMI receptacle, nor is there an SD card slot located anywhere on the device.

Output: HDMI receptacle

Output: neutral

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


Input: There is HDMI receptacle, nor is there an SD card slot located anywhere on the device.

Output: HDMI receptacle

Output: neutral

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


Input: 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.

Output: HDMI receptacle

Output: neutral

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


Input: The specs are pretty good too.

Output: specs

Output: positive

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


Input: The specs are pretty bad too.

Output: specs

Output: negative

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


Input: The specs are pretty good too, but mac office is a problems and power switch is bigger.

Output: specs

Output: positive

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


Input: 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.

Output: gaming

Output: negative

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


Input: 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.

Output: gaming

Output: positive

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


Input: 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.

Output: gaming

Output: negative

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


Input: I bought it to my son who uses it for graphic design.

Output: graphic design

Output: neutral

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


Input: 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.

Output: graphic design

Output: neutral

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


Input: I was extremely happy with the OS itself.

Output: OS

Output: positive

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


Input: I was extremely unhappy with the OS itself.

Output: OS

Output: negative

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


Input: I was extremely happy with the OS itself, but profile is critical and power switch is bigger.

Output: OS

Output: positive

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


Input: I then upgraded to Mac OS X 10.8 "Mountain Lion".

Output: Mac OS X 10.8 "Mountain Lion"

Output: neutral

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


Input: I then switched to Mac OS X 10.8 "Mountain Lion".

Output: Mac OS X 10.8 "Mountain Lion"

Output: neutral

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


Input: I then upgraded to Mac OS X 10.8 "Mountain Lion", and performance is satisfied, size is a bonus.

Output: Mac OS X 10.8 "Mountain Lion"

Output: neutral

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


Input: the latest version does not have a disc drive.

Output: disc drive

Output: neutral

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


Input: the latest version does enjoy a disc drive.

Output: disc drive

Output: neutral

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


Input: the latest version does not have a disc drive, but graphics card is faulty, I dislike rubber pads and features is cool.

Output: disc drive

Output: neutral

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


Input: I've lived with the crashes and slow operation and restarts.

Output: operation

Output: negative

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


Input: I've lived with the crashes and fast operation and restarts.

Output: operation

Output: positive

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


Input: I've lived with the crashes and slow operation and restarts, but built-in applications is great, runs is cool and speed is enough.

Output: operation

Output: negative

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


Input: But with this laptop, the bass is very weak and the sound comes out sounding tinny.

Output: bass

Output: negative

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


Input: But with this laptop, the bass is very strong but the sound comes out sounding tinny.

Output: bass

Output: positive

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


Input: But with this laptop, the bass is very weak but the sound comes out sounding not tinny.

Output: bass

Output: negative

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


Input: 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.

Output: bass

Output: negative

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


Input: But with this laptop, the bass is very weak and the sound comes out sounding tinny.

Output: sound

Output: negative

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


Input: But with this laptop, the bass is very weak but the sound comes out sounding not tinny.

Output: sound

Output: positive

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


Input: But with this laptop, the bass is very strong but the sound comes out sounding tinny.

Output: sound

Output: negative

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


Input: 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.

Output: sound

Output: negative

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


Input: Performance is much much better on the Pro, especially if you install an SSD on it.

Output: SSD

Output: positive

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


Input: Performance is not much much better on the Pro, especially if you install an SSD on it.

Output: SSD

Output: negative

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


Input: Performance is much much better on the Pro, especially if you install an SSD on it, but battery is dead.

Output: SSD

Output: positive

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


Input: Performance is much much better on the Pro, especially if you install an SSD on it.

Output: Performance

Output: positive

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


Input: Performance is not much much better on the Pro, especially if you install an SSD on it.

Output: Performance

Output: negative

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


Input: 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.

Output: Performance

Output: positive

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


Input: The Apple engineers have not yet discovered the delete key.

Output: delete key

Output: negative

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


Input: The Apple engineers have found the delete key.

Output: delete key

Output: positive

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


Input: The Apple engineers have not yet discovered the delete key, but service is great.

Output: delete key

Output: negative

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


Input: The MBP is beautiful has many wonderful capabilities.

Output: capabilities

Output: positive

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


Input: The MBP is beautiful has many not wonderful capabilities.

Output: capabilities

Output: negative

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


Input: The MBP is beautiful has many wonderful capabilities, but ox is an overbearing.

Output: capabilities

Output: positive

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


Input: The Mountain Lion OS is not hard to figure out if you are familiar with Microsoft Windows.

Output: Mountain Lion OS

Output: positive

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


Input: The Mountain Lion OS is assiduously to figure out if you are familiar with Microsoft Windows.

Output: Mountain Lion OS

Output: negative

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


Input: The Mountain Lion OS is not hard to figure out if you are very familiar with Microsoft Windows.

Output: Mountain Lion OS

Output: positive

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


Input: The Mountain Lion OS is not hard to figure out if you are familiar with Microsoft Windows, but I don't like windows 8.

Output: Mountain Lion OS

Output: positive

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


Input: The Mountain Lion OS is not hard to figure out if you are familiar with Microsoft Windows.

Output: Microsoft Windows

Output: neutral

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


Input: The Mountain Lion OS is not hard to figure out if you are strange with Microsoft Windows.

Output: Microsoft Windows

Output: neutral

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


Input: The Mountain Lion OS is indeed not hard to figure out if you are familiar with Microsoft Windows.

Output: Microsoft Windows

Output: neutral

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


Input: The Mountain Lion OS is not hard to figure out if you are familiar with Microsoft Windows, but mac OS is a blame.

Output: Microsoft Windows

Output: neutral

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


Input: This Macbook Pro is fast, powerful, and runs super quiet and cool.

Output: runs

Output: positive

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


Input: This Macbook Pro is fast, powerful, and runs super unquiet and heat.

Output: runs

Output: negative

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


Input: This Macbook Pro is fast, powerful, and runs super quiet and cool, but spec is disappointed and range is poor.

Output: runs

Output: positive

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


Input: it definitely beats my old mac and the service was great.

Output: service

Output: positive

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


Input: it definitely beats my old mac and the service was not great.

Output: service

Output: negative

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


Input: it definitely beats my old mac and the service was great, but on/off switch is obscure and hardware (keyboard) is an issues.

Output: service

Output: positive

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


Input: Additionally, there is barely a ventilation system in the computer, and even the simple activity of watching videos let alone playing steam games causes the laptop to get very very hot, and in fact impossible to keep on lap.

Output: ventilation system

Output: negative

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


Input: Additionally, there is a ventilation system in the computer, and even the simple activity of watching videos let alone playing steam games causes the laptop to get very very cold, and in fact impossible to keep on lap.

Output: ventilation system

Output: positive

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


Input: Additionally, there is barely a ventilation system in the computer, and even the simple activity of watching videos let alone playing steam games causes the laptop to get very very hot, and in fact impossible to keep on lap, but flexibility for connectivity is more, track pad is a love and software is cool.

Output: ventilation system

Output: negative

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


Input: Additionally, there is barely a ventilation system in the computer, and even the simple activity of watching videos let alone playing steam games causes the laptop to get very very hot, and in fact impossible to keep on lap.

Output: playing steam games

Output: neutral

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


Input: Additionally, there is barely a ventilation system in the computer, and even the simple activity of watching videos let alone playing steam games causes the laptop to get very very cold, and in fact impossible to keep on lap.

Output: playing steam games

Output: neutral

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


Input: Additionally, there is barely a ventilation system in the computer, and even the simple activity of watching videos let alone playing steam games causes the laptop to get very very hot, and in fact impossible to keep on lap, but configure for ads cable or wife is easy.

Output: playing steam games

Output: neutral

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


Input: Additionally, there is barely a ventilation system in the computer, and even the simple activity of watching videos let alone playing steam games causes the laptop to get very very hot, and in fact impossible to keep on lap.

Output: watching videos

Output: neutral

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


Input: Additionally, there is barely a ventilation system in the computer, and even the complex activity of watching videos let alone playing steam games causes the laptop to get very very cold, and in fact impossible to keep on lap.

Output: watching videos

Output: neutral

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


Input: Additionally, there is barely a ventilation system in the computer, and even the simple activity of watching videos let alone playing steam games causes the laptop to get very very hot, and in fact impossible to keep on lap, but works is great and product quality is unmatched.

Output: watching videos

Output: neutral

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


Input: But the mountain lion is just too slow.

Output: mountain lion

Output: negative

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


Input: But the mountain lion is just too accelerate.

Output: mountain lion

Output: positive

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


Input: But the mountain lion is just too slow, but durability of the battery is excellent.

Output: mountain lion

Output: negative

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