Input: They offer the best warranty in the business, and don't 3rd party it out like Toshiba.

Output: [['warranty', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: Because we did not purchase the extended warranty in time, we are on the hook for the repair.

Output: [['extended warranty', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: As usual at customer service center, she asked me to hold for a moment while she went to the back-office and compare it with other same model netbooks and discussed it with her colleague (I could see them).

Output: [['customer service center', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: When I got my laptop back after this first instance it worked okay for a little bit then I started expeirencing issues again, everything from programs and drivers failing again, to it powering off for no reason, to locking up and freezing and just all sorts of issues.

Output: [['programs', 'negative'], ['drivers', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: Yes, I thought the expese was a little much, but I now realize you get what you pay for.

Output: [['expese', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: I reinstalled windows through the recovery discs and everything seemed good again.

Output: [['windows', 'positive'], ['recovery discs', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: Second HDD cover has walls inside that need to be broken if you what to install one.

Output: [['HDD cover', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: The keyboard is like no other laptop keyboard.

Output: [['keyboard', 'neutral'], ['keyboard', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: My real problem with it? The statement of 7 hour battery life is not just mere exaggeration -- it's a lie.

Output: [['battery life', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: Runs fast and the regular layout keyboard is so much better.

Output: [['regular layout keyboard', 'positive'], ['Runs', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: The only bad thing about it is they give you the worst batteries possible.

Output: [['batteries', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: I've owned this labtop for less then two months, already the mouse button has broke.

Output: [['mouse button', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: This laptop looks great on the surface: 17" inch screen, good  price-point, nice appearance, boots up quickly, runs fast etc.

Output: [['17" inch screen', 'positive'], ['price-point', 'positive'], ['appearance', 'positive'], ['boots up', 'positive'], ['runs', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: however, I may have inadvertently thrown out one of the batteries with the shipping carton.

Output: [['batteries', 'neutral'], ['shipping carton', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: 2nd Best computer in the world  only one way this computer might become the best is that it needs to upgreade patches  to make less easier for people to hack into.

Output: [['patches', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: Garageband is more for the musicians, and the laptop is equipped with a good working microphone, good enough for beginners and musicians at the intermediate level.

Output: [['Garageband', 'neutral'], ['microphone', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: After a couple of years, my battery life began to diminish but was replaced for free due to a company-wide recall of my particular battery.

Output: [['battery life', 'conflict'], ['battery', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: Its fast and another thing I like is that it has three USB ports.

Output: [['USB ports', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: I made a photo book as a gift, on my computer, pushed "Buy" and it drew from my iTunes account and sent the book to my house, the book was of perfect quality-exactly how I had created it and looked better than I had even imagined.

Output: [['iTunes', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: Oh yea, has no numeric pad on the side.

Output: [['numeric pad', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: Sure, the initial out of pocket expense is greater, but that should not dissuade anyone from the fact that these machines run like none other on the planet, and when I factor in all the money in that I wasted on Geek Squad and the latest patches to de-corrupt my infested PCs, it probably comes out about even anyhow.

Output: [['expense', 'negative'], ['run', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: Needs longer lasting battery, More than 1 to 2 Hrs.

Output: [['battery', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: So, the hard disk capacity really doesn't matter to me.

Output: [['hard disk capacity', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: Theres also iDVD, a program dedicated to putting all your favorite media together- photos, recordings, video projects into one program so that you can create the perfect memoir for your parents, family, siblings, and any other person important in your life that there may be.

Output: [['iDVD', 'positive'], ['program', 'positive'], ['program', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: However, I love this particular Mac because its very fast, great size, and has fantastic features like the lighted keyboard and easy mouse pad.

Output: [['size', 'positive'], ['features', 'positive'], ['lighted keyboard', 'positive'], ['mouse pad', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: STOPPED BOOTING UP less than a week after my one-year warranty was up.

Output: [['BOOTING UP', 'negative'], ['one-year warranty', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: For the same price, you get a lot more in the Asus.1920x1080 res.

Output: [['price', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: The Material this Pro is made out of seems a lot nicer than any PC  Specs: Like I said this performs a lot better than any computer I've had in the past.

Output: [['Material', 'positive'], ['Specs', 'negative'], ['performs', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: Since I keyboard over 100 wpm, I look for a unit that has a comfortble keyboard (no keys sticking or lagging, strange configuration of "extra key", etc.

Output: [['keyboard', 'positive'], ['keys', 'positive'], ['configuration of "extra key"', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: iPhotos is an excellent program for storing and organizing photos.

Output: [['iPhotos', 'positive'], ['program', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: It was very easy to just pick up and use - It did not take long to get used to the Mac OS.

Output: [['Mac OS', 'positive'], ['use', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: When you call tech support you were routed to someone who was in another country and did not know what they were doing.

Output: [['tech support', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: The graphics and screen are stunning and although I was a PC person, I was able to understand how to use a mac fairly quickly.

Output: [['graphics', 'positive'], ['screen', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: I definitely suggest getting an extended warranty, you will probably need it!

Output: [['extended warranty', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: He loves it and it is easy to use and well the schools start teaching the kids early about computers so it was easy for him to get started.

Output: [['use', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: The black model also has a very nice seamless appearance - one of the better looking notebooks I've seen.

Output: [['appearance', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: It is easy to go from one keyboard to another.

Output: [['keyboard', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: I now realize that my $900 would have been better spent on a Windows laptop.

Output: [['Windows', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: With awesome graphics and assuring security, it's perfect!

Output: [['graphics', 'positive'], ['security', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: In November my computer messed up entirely and wouldn't power on after intalling a Windows update, I had to have my HD flashed and lost EVERYTHING on it, including my school assignments and irriplaceable pictures that were only in digital format and several other things, when this update was installed for some reason I was unable to roll back the drivers and everything to an earlier working condition because when the update was installed it deleted my history.

Output: [['HD', 'negative'], ['drivers', 'negative'], ['Windows update', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: The company sent me a whole new cord overnight and apologized.

Output: [['cord', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: I have to keep turning it until it decides to lower and there is no mute.

Output: [['mute', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: although its windows vista compared to windows xp sucks.

Output: [['windows vista', 'negative'], ['windows xp', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: The touchpad is extremely sensitive, which is the only drawback.

Output: [['touchpad', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: The tech store I purchased this from sent it back,,,,,eventually I got a new or repaired machine approximately 3 weeks later.

Output: [['tech store', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: Worse, for the price I could get a *netbook* that outperforms this machine.

Output: [['price', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: Also, my sister got the exact same laptop (since they were so cheap) and after 8 months, the screen split in half just from everyday use.

Output: [['screen', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: Though the picture, video, and music software is nowhere close to professional grade software Im used to (CS5) but does the job for beginner and even intermediate media designers.

Output: [['music software', 'negative'], ['software', 'positive'], ['picture', 'negative'], ['video', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: The dv4 boasted a faster processor, more memory, and a bigger hard drive than my old computer, plus a better quality web cam, nicer screen, and many other features.

Output: [['processor', 'positive'], ['memory', 'positive'], ['hard drive', 'positive'], ['web cam', 'positive'], ['screen', 'positive'], ['features', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: I also enjoy the fact that my MacBook Pro laptop allows me to run Windows 7 on it by using the VMWare program.

Output: [['Windows 7', 'positive'], ['VMWare program', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: (I found a 2GB stick for a bit under $50) Nice and portable and definitely a decent enough system to keep you entertained while sitting in the airplane for a couple of hours, or at the hotel taking care of some last minute details and documents.

Output: [['system', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: the graphics are awful and the wireless switch it at the top rather than the side which I am used to it being on the side.

Output: [['graphics', 'negative'], ['wireless switch', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: Great OS, fabulous improvements to the existing line bumping up the processor speed and adding the thunderbolt port.

Output: [['OS', 'positive'], ['processor speed', 'positive'], ['thunderbolt port', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: -Touchpad will take a bit of time to get used to.

Output: [['Touchpad', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: Windows XP SP2 caused many problems on the computer, so I had to remove it.

Output: [['Windows XP SP2', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: The i5 blows my desktop out of the water when it comes to rendering videos.

Output: [['i5', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: Apparently under the screen there are 2 little screws and when the screen gets moved back and forth, they come loose.

Output: [['screen', 'neutral'], ['screen', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: I wanted to purchase the extended warranty and they refused, because they knew it was trouble.

Output: [['extended warranty', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: I bought this last week, and the very next day had to return it because it over heated and the touch-mouse stopped responding.

Output: [['touch-mouse', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: The mousepad is a huge pain in the arse!

Output: [['mousepad', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: It had a cooling system malfunction after 10 minutes of general use, and would not move past this error.

Output: [['cooling system', 'negative'], ['use', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: It's just as fast with one program open as it is with sixteen open.

Output: [['program', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: I'm really impressed with the quality and performance for the price of the computer.

Output: [['quality', 'positive'], ['performance', 'positive'], ['price', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: They went through asking me open up various components, taking battery out, hard disk apart, and after 2 hours on phone could not fix it.

Output: [['battery', 'neutral'], ['hard disk', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: A MONTH LATER, we reinstall the OS (Vista).

Output: [['OS (Vista)', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: Getting the Apple Care plan is a must.

Output: [['Apple Care plan', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: I would like at least a 4 hr. battery life.

Output: [['battery life', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: THE MOTHERBOARD IS DEAD !

Output: [['MOTHERBOARD', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: Best thing is I can use existing 32 bit old programs.

Output: [['programs', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: The built-in webcam is great for Skype and similar video-chat services.

Output: [['built-in webcam', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: Learning all of the keyboard shortcuts only took a few minutes to get used to as some of the shortcuts are the same on Windows machines.

Output: [['keyboard shortcuts', 'positive'], ['shortcuts', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: GET THIS COMPUTER FOR PORTABILITY AND FAST PROCESSING!!!

Output: [['PORTABILITY', 'positive'], ['PROCESSING', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: It made the computer much easier to use and navigate.

Output: [['use', 'positive'], ['navigate', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: The operating system and user interface is very intuitive, and the large multi-touch track pad is amazing.

Output: [['operating system', 'positive'], ['user interface', 'positive'], ['multi-touch track pad', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: The little battery that it did have would only last about an hour while just having it on the desktop.

Output: [['battery', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: The body is a bit cheaply made so it will be interesting to see how long it holds up.

Output: [['body', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: I edit and burn to DVD a lot of video, so I obviously could not live with a non-functioning drive.

Output: [['drive', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: Drivers updated ok but the BIOS update froze the system up and the computer shut down.

Output: [['Drivers', 'positive'], ['BIOS update', 'negative'], ['system', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: Also, I have had alot of trouble with the shift key to go to other lines.

Output: [['shift key', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: The resolution is even higher then any other laptop on the market.

Output: [['resolution', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: Take your time and go through the tutorials patiently.

Output: [['tutorials', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: My ONLY issues are: 1) the screen/video resolution won't increase to a higher resolution then 1024 x 60.

Output: [['screen/video resolution', 'negative'], ['resolution', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: I paid for extra memory and the 17-inch screen, as well as the top of the line DVD and CD burners.

Output: [['memory', 'neutral'], ['17-inch screen', 'neutral'], ['DVD', 'positive'], ['CD burners', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: The screen is bright and the keyboard is nice;

Output: [['screen', 'positive'], ['keyboard', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: Compared to similarly spec'd PCs, this machine is good value, well built and works easily right out of the box.

Output: [['value', 'positive'], ['built', 'positive'], ['works', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: The rep did not even answer my question, I had to ask him, if he understood what I ask or if he spoke english because he didn't even try to acknowledge my question.

Output: [['rep', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: Came fully loaded - good.

Output: [['loaded', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: I have found it very easy to use, very imformative, wonder alerts and tutorials making it very easy for someone like me who is not exactly technologically advanced to learn to use the various features and programs.

Output: [['features', 'positive'], ['programs', 'positive'], ['use', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: Bigger HD, better graphics card, and a bid HD.

Output: [['HD', 'positive'], ['HD', 'positive'], ['graphics card', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: I finally decided on this laptop because it was the right price for what I need it.

Output: [['price', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: It gives me the power and speed that I need to run all the programs I use to edit.

Output: [['power', 'positive'], ['speed', 'positive'], ['programs', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: The only thing is that the battery won't last more than 1/2 an hour.

Output: [['battery', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: Have not yet needed any customer support with this yet so to me that is a great thing, which is leaps and bounds ahead of PC in my opinion.

Output: [['customer support', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: I also got the added bonus of a 30" HD Monitor, which really helps to extend my screen and keep my eyes fresh!

Output: [['30" HD Monitor', 'positive'], ['screen', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: They really do have the worlds very worst repair service.

Output: [['repair service', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: When I finally had everything running with all my software installed I plugged in my droid to recharge and the system crashed.

Output: [['software', 'neutral'], ['system', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: Even though it is much more expensive than many PC laptops, it is worth the price.

Output: [['price', 'conflict']]

Instruction: Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: The 13" Macbook Pro just fits in my budget and with free shipping and no tax to CA this is the best price we can get for a great product.

Output: [['shipping', 'positive'], ['price', 'positive'], ['budget', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: I bought a cordless mouse for it, but don't always take it out;

Output: [['cordless mouse', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: The computer runs very fast with no problems and the iLife software that comes with it (iPhoto, iMovie, iWeb, iTunes, GarageBand) is all very helpful as well.

Output: [['iLife software', 'positive'], ['iPhoto', 'positive'], ['iMovie', 'positive'], ['iWeb', 'positive'], ['iTunes', 'positive'], ['GarageBand', 'positive'], ['runs', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: Temperatures on the outside were alright but i did not track in Core Processing Unit temperatures.

Output: [['Temperatures', 'neutral'], ['Core Processing Unit temperatures', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: It is very well built.

Output: [['built', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: It's fast and has excellent battery life.

Output: [['battery life', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: But the screen size is not that bad for email and web browsing.

Output: [['screen size', 'positive'], ['web browsing', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: Mine came at $1,700 w/o a DVD burner (!).

Output: [['DVD burner', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: But after using it a couple of weeks, the overall operation is poor.

Output: [['operation', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: The materials that came with the computer did not include the right # anywhere.

Output: [['materials', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: So what if the laptops/mobile phones look chic and cool? The after sales support is terrible.

Output: [['after sales support', 'negative'], ['look', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: Summary: They played games with me for the warranty period.

Output: [['warranty period', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: I was happy with My purchase of a Toshiba Satellite L305D-S5934 laptop until it came time to have it repaired under the Toshiba Warranty.

Output: [['Toshiba Warranty', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: Sells for the same as a netbook without sacrificing size.

Output: [['size', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: Apparently well-built and gorgeous to look at, the i5 MacBook Pro is a winning combination of price and performance.

Output: [['price', 'positive'], ['performance', 'positive'], ['built', 'positive'], ['look', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: When I called Toshiba, they would not do anything and even tried to charge me $35 for the phone call, even though they didn't offer any technical support.

Output: [['technical support', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: I would recommend it just because of the internet speed probably because thats the only thing i really care about.

Output: [['internet speed', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: ">  iPhoto is probably the best program I have ever worked with: easy and convenient.

Output: [['iPhoto', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: Connecting to my wireless router via built-in wireless took no time at all.

Output: [['built-in wireless', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: And at one point, they blame me for installing a bad memory stick when I upgrade my memory for the first time during my purchase of the laptop (I bought the memory stick they recomended).

Output: [['memory', 'neutral'], ['memory stick', 'negative'], ['memory stick', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: I have only had PCs with Windows before so this takes a little getting use to.

Output: [['Windows', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: previous laptops were pc's, still have them, but the mac osx is a clean and smooth operating system.

Output: [['mac osx', 'positive'], ['operating system', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: I dislike the quality and the placement of the speakers.

Output: [['speakers', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: If you're looking for something to fly through those massive spreadsheets or play a graphics-intensive game, you'd be better off getting a machine aimed at that segment of the market.

Output: [['game', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: I had read online that some users were having sound problems.

Output: [['sound', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: Everything about the Mac is not only visually appealing, but very easy to use.

Output: [['use', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: I wasn't a big fan of the Netbooks but this one was very well designed.

Output: [['designed', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: Small enough to use on a long flight, Light enough to carry through airports and powerful enough to replace my desktop while on long business trips.

Output: [['carry', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: iLife is easily compatible with Microsoft Office so you can send and receive files from a PC.

Output: [['iLife', 'positive'], ['Microsoft Office', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: Awesome graphics!

Output: [['graphics', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: It has a 10 hour battery life when you're doing web browsing and word editing, making it perfect for the classroom or office, and in terms of gaming and movie playing it'll have a battery life of just over 5 hours.

Output: [['battery life', 'positive'], ['battery life', 'positive'], ['gaming', 'neutral'], ['movie playing', 'neutral'], ['web browsing', 'neutral'], ['word editing', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: We paid for the three year warranty and the extended warranty after that one ended as well.

Output: [['three year warranty', 'neutral'], ['extended warranty', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: The internet speed is spectacular.

Output: [['internet speed', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: The feature are good enough for what I need.

Output: [['feature', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: I actually contact Toshiba before I started having problem and was given run around after I supplied serial number in order to delay me sending in laptop until after warrenty expired.

Output: [['warrenty', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: I was ready to take it back for a refund, but the Geek Squad camed through and pointed me in the right direction to get it fixed.

Output: [['Geek Squad', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: I also like that you can scroll down in a window using two fingers on the trackpad.

Output: [['trackpad', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: Very long-life battery (up to 10-11 hours depending on how you configure power level settings).

Output: [['battery', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: I like how the Mac OS is so simple and easy to use.

Output: [['Mac OS', 'positive'], ['use', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: They claim call center is still down.

Output: [['call center', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: I'm already hooked on the sleek look and dependability that this laptop has shown.

Output: [['look', 'positive'], ['dependability', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: I love the easy to see screen, and It works well for work, persoal or just play.

Output: [['screen', 'positive'], ['works', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: I use this for my tutoring business, and since I'm always bouncing from student to student, it is ideal for portability and battery life (yes, it gets the 8 hours as advertised!).

Output: [['portability', 'positive'], ['battery life', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: Although i do believe that Windows operating system may be to fault for some of the problems.

Output: [['Windows operating system', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: The only problem is a lack of screen resolutions!

Output: [['screen resolutions', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: It is well worth the money it cost, Very good investment.

Output: [['cost', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: This process continued to repeat itself until the mother board had been replaced 4 times and the hard drive replaced 3 times.

Output: [['mother board', 'negative'], ['hard drive', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: Summary: HP knew they were shipping out bad BIOS and did nothing proactive to resolve it.

Output: [['BIOS', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: The only objection I have is that after you buy it the windows 7 system is a starter and charges for the upgrade.

Output: [['windows 7 system', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: The OS takes some getting used to especially after being a Windows user for so long but the learning curve is so worth it!

Output: [['OS', 'conflict'], ['Windows', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: Graphics are clean and sharp, internet interfaces are seamless.

Output: [['Graphics', 'positive'], ['internet interfaces', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: PC users work in Word, while Mac users work in Pages.

Output: [['Word', 'neutral'], ['Pages', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: 3 weeks went by and the computer keeps crashing and will not open any applications.

Output: [['applications', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: The tech guy then said the service center does not do 1-to-1 exchange and I have to direct my concern to the "sales" team, which is the retail shop which I bought my netbook from.

Output: [['service center', 'negative'], ['"sales" team', 'negative'], ['tech guy', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: They should have included more memory on their computers if they knew Vista would run slowly.

Output: [['memory', 'negative'], ['Vista', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: But, for the cost this is a winner.

Output: [['cost', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: Microsoft seems to be unable to keep up with repairs for the multitude of windows problems.

Output: [['windows', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: Web access through the 3G network is so slow, it's very frustrating and VERY DISAPPOINTING.

Output: [['3G network', 'negative'], ['Web access', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: I was originally concerned that I couldn't view work I had done in college on my Mac because of the PC formatting, but I was even more thrilled to learn of programs like iLife and iWork that allow you to convert your PC documents into readable files on Macs.

Output: [['programs', 'positive'], ['iLife', 'positive'], ['iWork', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: They sent it back with a huge crack in it and it still didn't work.

Output: [['work', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: Now,,,,,my monitor has been acting up for about 2 months.

Output: [['monitor', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]


Input: While most people say that PCs hold functionality and value and Macs are just pretty to look at, I think there's something to be said about the simplicity of Macs.

Output: [['functionality', 'positive'], ['value', 'positive'], ['simplicity', 'positive'], ['look', '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 category and their corresponding sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example:  Input: "The first full charge of this battery got me only about 2 full hours."  Output: [['battery', 'negative'], ['full charge', 'negative']]