Input: Many people complain about the new OS, and it's urgent for Apple to fix it asap!

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: Many people cheer about the new OS, and it's urgent for Apple to fix it asap!

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: Many people complain about the new OS, and it's urgent for Apple to fix it asap, but entertainment uses is great and packing is nice.

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: As far as user type - I dabble in everything from games (WoW) to Photoshop, but nothing professionally.

Output: 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: As far as user type - I dabble in everything from games (WoW) to Photoshop, but nothing professionally; install is easy.

Output: 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: As far as user type - I dabble in everything from games (WoW) to Photoshop, but nothing professionally.

Output: Photoshop

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: As far as user type - I dabble in everything from games (WoW) to Photoshop, but nothing professionally; use is simpler, operating system is excellent and customer service is unmatched.

Output: Photoshop

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 Have been a Pc user for a very long time now but I will get used to this new OS.

Output: OS

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 Have been a Pc user for a very long time now but I will get used to this new OS; working is pleasurable, durability of the battery is excellent and OS is beautiful.

Output: OS

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: MY TRACKPAD IS NOT WORKING.

Output: TRACKPAD

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 TRACKPAD IS JOB.

Output: TRACKPAD

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 TRACKPAD IS NOT WORKING, but I like adjustments, portability is great and functions provided by the track pad is unmatched.

Output: TRACKPAD

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 hardware problems have been so bad, i can't wait till it completely dies in 3 years, TOPS!

Output: hardware

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 hardware problems have been so goodness, i can't wait till it completely dies in 3 years, TOPS!

Output: hardware

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 hardware problems have been so bad, i can't wait till it completely dies in 3 years, TOPS, but track pad is impressed and transport is easy.

Output: hardware

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 built quality is really good, I was so Happy and excited about this Product.

Output: built quality

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 built quality is really bad, I was so Unhappy and not excited about this Product.

Output: built quality

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 built quality is really good, I was so Happy and excited about this Product, but intel4000 graphic chip is under powered and hardware is bad.

Output: built quality

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 thought that it will be fine, if i do some settings.

Output: settings

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 thought that it will be okay, if i do some settings

Output: settings

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 thought that it will be fine, if i do some settings, but fans is aren't audible and OS is not become unstable.

Output: settings

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 still works and it's extremely user friendly, so I would recommend it for new computer user and also for those who are just looking for a more efficient way to do things

Output: works

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 still works and it's extremely user friendly, so I would recommend it for new computer user and also for those who are just looking for a more efficient way to do things, but price is higher, mac system is uncomfortable and I don't enjoy windows 8.

Output: works

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: Runs very smoothly.

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: Does not run very smoothly.

Output: run

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: Runs very smoothly, but I dislike rubber pads.

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 shouldn't happen like that, I don't have any design app open or anything.

Output: design app

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 shouldn't happen like that, I am any design app open or anything.

Output: design app

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 shouldn't happen like that, I don't have any design app open or anything, but built-in applications is great, price is great and performance is excellent.

Output: design app

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: Set up was easy.

Output: Set 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: Set up was difficult.

Output: Set 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: Set up was easy, but USB ports is a mistake, i5 is not as fast and material is cheap.

Output: Set 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: The durability of the laptop will make it worth the money.

Output: durability

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 durability of the laptop will make it not worth the money.

Output: durability

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 durability of the laptop will make it worth the money, but battery is dead, intel4000 graphic chip is under powered and ram is a gripe.

Output: durability

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: Shipping was quick and product described was the product sent and so much more...

Output: Shipping

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: Shipping was not quick but product described was the product sent and so much more...

Output: Shipping

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: Shipping was quick and product described was the product sent and so much more, but I don't like windows 8.

Output: Shipping

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 problem that I had was that the track pad was not very good for me, I only had a problem once or twice with it, But probably my computer was a bit defective.

Output: track pad

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 problem that I had was that the track pad was very good for me, I only had a problem once or twice with it, But probably my computer was a bit defective.

Output: track pad

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 problem that I had was that the track pad was not very good for me, I only had a problem once or twice with it, But probably my computer was a bit defective, but super drive is quiet.

Output: track pad

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 form factor.

Output: form factor

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 form factor.

Output: form factor

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 form factor, but cost is more and price is heavy.

Output: form factor

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: Runs real quick.

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: Runs real not quick.

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: Runs real quick, but mac OS is a courtesy.

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: The exterior is absolutely gorgeous.

Output: exterior

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 exterior is absolutely not gorgeous.

Output: exterior

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 exterior is absolutely gorgeous, but ventilation system is hot.

Output: exterior

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 is very easy to integrate bluetooth devices, and USB devices are recognized almost instantly.

Output: integrate bluetooth devices

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 is very difficult to integrate bluetooth devices, but USB devices are recognized almost instantly.

Output: integrate bluetooth devices

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 is very easy to integrate bluetooth devices, but USB devices are not recognized almost instantly.

Output: integrate bluetooth devices

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 is very easy to integrate bluetooth devices, and USB devices are recognized almost instantly, but intel4000 graphic chip is under powered.

Output: integrate bluetooth devices

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 is very easy to integrate bluetooth devices, and USB devices are recognized almost instantly.

Output: USB devices

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 is very easy to integrate bluetooth devices, but USB devices are not recognized almost instantly.

Output: USB devices

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 is very difficult to integrate bluetooth devices, but USB devices are recognized almost instantly.

Output: USB devices

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 is very easy to integrate bluetooth devices, and USB devices are recognized almost instantly, but performance is a disappointment and I don't enjoy touchscreen functions.

Output: USB devices

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 solution is to turn the brightness down, etc.

Output: brightness

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 only solution is to turn the brightness down, etc, but shipping is free.

Output: brightness

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 wanted a computer that was quite, fast, and that had overall great performance.

Output: performance

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 wanted a computer that was quiet, fast, but that had overall bad performance.

Output: performance

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 wanted a computer that was quite, fast, and that had overall great performance, but speed is perfect.

Output: performance

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: Keyboard responds well to presses.

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: Keyboard not responds well to presses.

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: Keyboard responds well to presses but finger swipes are difficult on Mac OS.

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: It is lightweight and the perfect size to carry to class.

Output: size

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 is lightweight and the imperfect size to carry to class.

Output: size

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 is lightweight and the perfect size to carry to class, but gaming has not been good, specs are disappointing and mac OS is to blame.

Output: size

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 battery life is excellent, the display is excellent, and downloading apps is a  breeze.

Output: downloading apps

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 battery life is excellent, the display is excellent, but downloading apps is a not breeze.

Output: downloading apps

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 battery life is not excellent, the display is not excellent, but downloading apps is a breeze.

Output: downloading apps

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 battery life is excellent, the display is excellent, and downloading apps is a  breeze, but i5 is not as fast and log into the system is frustrating.

Output: downloading apps

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 battery life is excellent, the display is excellent, and downloading apps is a  breeze.

Output: battery life

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 battery life is not excellent, the display is excellent, and downloading apps is a breeze.

Output: battery life

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 battery life is excellent, the display is not excellent, but downloading apps is a not breeze.

Output: battery life

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 battery life is excellent, the display is excellent, and downloading apps is a  breeze, but I don't enjoy touchscreen functions.

Output: battery life

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 battery life is excellent, the display is excellent, and downloading apps is a  breeze.

Output: display

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 battery life is excellent, the display is not excellent, and downloading apps is a breeze.

Output: display

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 battery life is not excellent, the display is excellent, but downloading apps is a not breeze.

Output: display

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 battery life is excellent, the display is excellent, and downloading apps is a  breeze, but gaming is not been good, I complain OS and I dislike rubber pads.

Output: display

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 battery lasts as advertised (give or take 15-20 minutes), and the entire user experience is very elegant.

Output: user experience

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 battery lasts as advertised (give or take 15-20 minutes), and the entire user experience is very inelegant.

Output: user experience

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 battery lasts as advertised (give or take 15-20 minutes), and the entire user experience is very elegant, but gaming is not been good, ox is an overbearing and hard drive is poor.

Output: user experience

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 battery lasts as advertised (give or take 15-20 minutes), and the entire user experience is very elegant.

Output: battery

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 battery lasts as advertised (give or take 15-20 minutes), and the entire user experience is very elegant, but case is larger, mac OS is inferior and on/off switch is obscure.

Output: battery

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 was also suffering from hardware (keyboard) issues, relatively slow performance and shortening battery lifetime.

Output: battery lifetime

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 was also suffering from hardware (keyboard) issues, relatively slow performance but not shortening battery lifetime.

Output: battery lifetime

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 was also suffering from hardware (keyboard) issues, relatively fast performance but shortening battery lifetime.

Output: battery lifetime

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 was also suffering from hardware (keyboard) issues, relatively slow performance and shortening battery lifetime, but screen is ridiculous, performance is amazing and screen is a love.

Output: battery lifetime

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 was also suffering from hardware (keyboard) issues, relatively slow performance and shortening battery lifetime.

Output: hardware (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: It was also suffering from hardware (keyboard) issues, relatively slow performance and shortening battery lifetime, but feels is solid and mac OS is happier.

Output: hardware (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: It was also suffering from hardware (keyboard) issues, relatively slow performance and shortening battery lifetime.

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: It was also suffering from hardware (keyboard) issues, relatively fast performance and shortening battery lifetime.

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: It was also suffering from hardware (keyboard) issues, relatively slow performance and not shortening battery lifetime.

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: It was also suffering from hardware (keyboard) issues, relatively slow performance and shortening battery lifetime, but ram is upgrade able, working is easier and packing is perfect.

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: Cons: Screen resolution.

Output: Screen resolution

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: Cons: Screen resolution, but packing is perfect, look is good and ports is a plenty.

Output: Screen resolution

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 SuperDrive is quiet.

Output: SuperDrive

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 SuperDrive is noisy.

Output: SuperDrive

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 SuperDrive is quiet but the power switch is small.

Output: SuperDrive

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 great.

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 not great.

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 great, but hardware is bad.

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: Luckily, for all of us contemplating the decision, the Mac Mini is priced just right.

Output: priced

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: Luckily, for all of us contemplating the decision, the Mac Mini is priced just improperly.

Output: priced

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: Luckily, for all of us contemplating the decision, the Mac Mini is priced just right, but price is heavy.

Output: priced

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: When considering a Mac, look at the total cost of ownership and not just the initial price tag.

Output: price tag

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: When considering a Mac, look at the total cost of ownership and not just the initial price tag, but customer service is terrific, touch pad is fine and uni body construction is solid.

Output: price tag

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: When considering a Mac, look at the total cost of ownership and not just the initial price tag.

Output: cost of ownership

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: When considering a Mac, look at the total cost of ownership and not just the initial price tag, but safari browser is quick, performance is a disappointment and screen is nice.

Output: cost of ownership

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: Incredible graphics and brilliant colors.

Output: colors

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: Incredible graphics and not brilliant colors.

Output: colors

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: Credible graphics and brilliant colors.

Output: colors

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: Incredible graphics and brilliant colors, but application is a crash and price is heavy.

Output: colors

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: Incredible graphics and brilliant colors.

Output: graphics

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: Credible graphics and brilliant colors.

Output: graphics

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: Incredible graphics and not brilliant colors.

Output: graphics

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: Incredible graphics and brilliant colors, but i5 is not as fast.

Output: graphics

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: MAYBE The Mac OS improvement were not The product they Want to offer.

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: MAYBE The Mac OS improvement were not The product they Want to offer, but I like iTunes and track pad is impressed.

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: It's been time for a new laptop, and the only debate was which size of the Mac laptops, and whether to spring for the retina display.

Output: retina display

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's been time for a new laptop, and the only debate was which size of the Mac laptops, and whether to spring for the retina display, and start up is quick but performance is slow.

Output: retina display

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's been time for a new laptop, and the only debate was which size of the Mac laptops, and whether to spring for the retina display.

Output: size

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's been time for a new laptop, and the only debate was which size of the Mac laptops, and whether to spring for the retina display, but operation is quiet and OS is not become unstable.

Output: size

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: Put a cover on it and is a little better but that is my only complaint.

Output: cover

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: Put a cover on it and is not a little better, but that is my only complaint.

Output: cover

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: Put a cover on it and is a little better but that is my only complaint; start up is quick.

Output: cover

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: fast, great screen, beautiful apps for a laptop;priced at 1100 on the apple website;amazon had it for 1098+ tax -  plus i had a 10% off coupon from amazon-cost me 998 plus tax- 1070- OTD!

Output: apps

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: fast, great screen, not beautiful apps for a laptop; priced at 1100 on the apple website; amazon had it for 1098 + tax-plus i had a 10% off coupon from amazon-cost me 998 plus tax- 1070- OTD!

Output: apps

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: not fast, not great screen, beautiful apps for a laptop; priced at 1100 on the apple website; amazon had it for 1098 + tax-plus i had a 10% off coupon from amazon-cost me 998 plus tax- 1070- OTD!

Output: apps

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: fast, great screen, beautiful apps for a laptop;priced at 1100 on the apple website;amazon had it for 1098+ tax -  plus i had a 10% off coupon from amazon-cost me 998 plus tax- 1070- OTD, but gaming is not been good and performance is slow.

Output: apps

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: fast, great screen, beautiful apps for a laptop;priced at 1100 on the apple website;amazon had it for 1098+ tax -  plus i had a 10% off coupon from amazon-cost me 998 plus tax- 1070- OTD!

Output: cost

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: fast, great screen, beautiful apps for a laptop;priced at 1100 on the apple website;amazon had it for 1098+ tax -  plus i had a 10% off coupon from amazon-cost me 998 plus tax- 1070- OTD, but gaming is not been good, carry is easy and heat output is low.

Output: cost

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: fast, great screen, beautiful apps for a laptop;priced at 1100 on the apple website;amazon had it for 1098+ tax -  plus i had a 10% off coupon from amazon-cost me 998 plus tax- 1070- OTD!

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: fast, great screen, beautiful apps for a laptop;priced at 1100 on the apple website;amazon had it for 1098+ tax -  plus i had a 10% off coupon from amazon-cost me 998 plus tax- 1070- OTD, but price is great and build quality is confident.

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: fast, great screen, beautiful apps for a laptop;priced at 1100 on the apple website;amazon had it for 1098+ tax -  plus i had a 10% off coupon from amazon-cost me 998 plus tax- 1070- OTD!

Output: screen

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: not fast, not great screen, beautiful apps for a laptop; priced at 1100 on the apple website; amazon had it for 1098 + tax-plus i had a 10% off coupon from amazon-cost me 998 plus tax- 1070- OTD!

Output: screen

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: fast, great screen, not beautiful apps for a laptop; priced at 1100 on the apple website; amazon had it for 1098 + tax-plus i had a 10% off coupon from amazon-cost me 998 plus tax- 1070- OTD!

Output: screen

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: fast, great screen, beautiful apps for a laptop;priced at 1100 on the apple website;amazon had it for 1098+ tax -  plus i had a 10% off coupon from amazon-cost me 998 plus tax- 1070- OTD, but operation is slow and memory is not able to be used.

Output: screen

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: Well designed and fast.

Output: designed

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: Badly designed and fast.

Output: designed

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: Well designed and fast, but mac system is uncomfortable and price is heavy.

Output: designed

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: if yo like practicality this is the laptop for you.

Output: practicality

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: if yo unlike practicality this is the laptop for you.

Output: practicality

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: if yo like practicality this is the laptop for you, but on/off switch is obscure, profile is critical and USB ports is a mistake.

Output: practicality

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: Every time I log into the system after a few hours, there is this endlessly frustrating process that I have to go through.

Output: log into the 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: Every time I log into the system after a few hours, there is this not frustrating process that I have to go through

Output: log into the 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: Every time I log into the system after a few hours, there is this simple process that I have to go through, but performance is a superlatives and runs quick.

Output: log into the 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: I am used to computers with windows so I am having a little difficulty finding my way around.

Output: 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: I am used to computers with windows; navigating is a little difficult, but I love the keyboard, easy OS, and powerful performance.

Output: 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 version of MacBook Pro runs on a third-generation CPU ("Ivy Bridge"), not the latest fourth-generation Haswell CPU the 2013 version has.

Output: fourth-generation Haswell CPU

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 version of MacBook Pro runs on a third-generation CPU ("Ivy Bridge"), not the latest fourth-generation Haswell CPU the 2013 version has, but memory is not able to be used, battery is dead and I like iTunes.

Output: fourth-generation Haswell CPU

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 version of MacBook Pro runs on a third-generation CPU ("Ivy Bridge"), not the latest fourth-generation Haswell CPU the 2013 version has.

Output: third-generation CPU ("Ivy Bridge")

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 version of MacBook Pro runs on a third-generation CPU ("Ivy Bridge"), not the latest fourth-generation Haswell CPU the 2013 version has, but mountain lion is slow, I like brightness and price is great.

Output: third-generation CPU ("Ivy Bridge")

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 needed a laptop with big storage, a nice screen and fast so I can photoshop without any problem.

Output: storage

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 didn't need a laptop with big storage, a nice screen and fast so I can photoshop without any problem

Output: storage

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 needed a laptop with big storage, a nice screen and fast so I can photoshop without any problem, but super drive is quiet and size is ideal.

Output: storage

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 needed a laptop with big storage, a nice screen and fast so I can photoshop without any problem.

Output: screen

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 needed a laptop with big storage, a quality screen and fast so I can photoshop without any problem.

Output: screen

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 needed a laptop with big storage, a nice screen and fast so I can photoshop without any problem, but overall build is great.

Output: screen

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 needed a laptop with big storage, a nice screen and fast so I can photoshop without any problem.

Output: photoshop

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 needed a laptop with big storage, a nice screen and fast so I can photoshop without any problem, but install is easy, OS is happy and OS is beautiful.

Output: photoshop

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 new MBP offers great portability and gives us confidence that we are not going to need to purchase a new laptop in 18 months.

Output: portability

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 new MBP offers not great portability and gives us confidence that we are not going to need to purchase a new laptop in 18 months.

Output: portability

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 new MBP offers great portability and gives us confidence that we are not going to need to purchase a new laptop in 18 months, but hardware is bad, volume is crappy and I don't like win8.

Output: portability

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 new operating system makes this computer into a super iPad.

Output: operating 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: The old operating system makes this computer into a super iPad.

Output: operating 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: The new operating system makes this computer into a super iPad, but memory is not able to be used and battery is dead.

Output: operating 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: In fact I still use many Legacy programs (Appleworks, FileMaker Pro, Quicken, Photoshop etc)!

Output: FileMaker Pro

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: In fact I still use many Legacy programs (Appleworks, FileMaker Pro, Quicken, Photoshop etc), but construction is solid and volume is crappy.

Output: FileMaker Pro

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

Output: Quicken

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: In fact I still use many Legacy programs (Appleworks, FileMaker Pro, Quicken, Photoshop etc), but size is perfect, speed is perfect and construction is solid.

Output: Quicken

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

Output: Legacy programs

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: In fact I still use many Legacy programs (Appleworks, FileMaker Pro, Quicken, Photoshop etc), but handle is easy, delivery is great and sound is crappy.

Output: Legacy programs

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

Output: Appleworks

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

Output: Appleworks

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

Output: Photoshop

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

Output: Photoshop

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: Then the system would many times not power down without a forced power-off.

Output: 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: Then the system would many times power down without a forced power-off.

Output: 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: Then the system would many times power down without a forced power-off.

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

Output: 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"]