task_type
stringclasses 1
value | dataset
stringclasses 1
value | input
sequence | output
sequence | situation
stringclasses 1
value | label
stringclasses 1
value | extra
stringclasses 1
value | instruction
stringclasses 1
value |
|---|---|---|---|---|---|---|---|
generation | arts | [
"3D rendering slows it down considerably."
] | [
"3D rendering",
"negative"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"3D rendering not slows it down considerably."
] | [
"3D rendering",
"positive"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"3D rendering slows it down considerably, but keyboard is a love, battery life is amazing and quality is a superlative."
] | [
"3D rendering",
"negative"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"I'm using this computer for word processing, web browsing, some gaming, and I'm learning programming."
] | [
"word processing",
"neutral"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"I'm using this computer for word processing, web browsing, some gaming, and I'm learning programming, but touch pad is fine, OS is happy and battery is dead."
] | [
"word processing",
"neutral"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"I'm using this computer for word processing, web browsing, some gaming, and I'm learning programming."
] | [
"web browsing",
"neutral"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"I'm using this computer for word processing, web browsing, some gaming, and I'm learning programming, but mac OS is a blame and flexibility for connectivity is more."
] | [
"web browsing",
"neutral"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"I'm using this computer for word processing, web browsing, some gaming, and I'm learning programming."
] | [
"programming",
"neutral"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"I'm using this computer for word processing, web browsing, some gaming, and I'm learning programming, but performance is powerful, use is easy and windows 8 is a complaint."
] | [
"programming",
"neutral"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"I'm using this computer for word processing, web browsing, some gaming, and I'm learning programming."
] | [
"gaming",
"neutral"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"I'm using this computer for word processing, web browsing, some gaming, and I'm learning programming, but shipping is quick, durability is worth and mavericks is impressed."
] | [
"gaming",
"neutral"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"The Mini's body hasn't changed since late 2010- and for a good reason."
] | [
"body",
"positive"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"The Mini's body hasn't changed since late 2010- and for a bad reason"
] | [
"body",
"negative"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"The Mini's body hasn't changed since late 2010- and for a good reason, but customization is impossible."
] | [
"body",
"positive"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"It's light and easy to transport."
] | [
"transport",
"positive"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"It's dark and difficult to transport."
] | [
"transport",
"negative"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"It's light and easy to transport, but USB ports is a mistake, I dislike rubber pads and settings is not user-friendly."
] | [
"transport",
"positive"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"I had to buy a wireless mouse to go with it, as I am old school and hate the pad, but knew that before I bought it, now it works great, need to get adjusted to the key board, as I am used to a bigger one and pounding."
] | [
"key board",
"neutral"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"I had to buy a wireless mouse to go with it, as I am old school and hate the pad, but knew that before I bought it, now it works great, need to get adjusted to the key board, as I am used to a bigger one and pounding, but the price is high and the setting is not user-friendly."
] | [
"key board",
"neutral"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"I had to buy a wireless mouse to go with it, as I am old school and hate the pad, but knew that before I bought it, now it works great, need to get adjusted to the key board, as I am used to a bigger one and pounding."
] | [
"wireless mouse",
"neutral"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"I had to buy a wireless mouse to go with it, as I am old school and hate the pad, but knew that before I bought it, now it works great, need to get adjusted to the key board, as I am used to a bigger one and pounding; performance is good and heat output is low."
] | [
"wireless mouse",
"neutral"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"I had to buy a wireless mouse to go with it, as I am old school and hate the pad, but knew that before I bought it, now it works great, need to get adjusted to the key board, as I am used to a bigger one and pounding."
] | [
"works",
"positive"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"I had to buy a wireless mouse to go with it, as I am old school and hate the pad, but knew that before I bought it, now it works not great, need to get adjusted to the key board, as I am used to a bigger one and pounding."
] | [
"works",
"negative"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"I had to buy a wireless mouse to go with it, as I am old school and really hate the pad, but knew that before I bought it, now it works great, need to get adjusted to the key board, as I am used to a bigger one and pounding."
] | [
"works",
"positive"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"I had to buy a wireless mouse to go with it, as I am old school and hate the pad, but knew that before I bought it, now it works great, need to get adjusted to the key board, as I am used to a bigger one and pounding; I don't like windows 8, mother board is faulty and audio volume is unusable."
] | [
"works",
"positive"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"I had to buy a wireless mouse to go with it, as I am old school and hate the pad, but knew that before I bought it, now it works great, need to get adjusted to the key board, as I am used to a bigger one and pounding."
] | [
"pad",
"negative"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"I had to buy a wireless mouse to go with it, as I am old school and love the pad, but knew that before I bought it, now it works great, need to get adjusted to the key board, as I am used to a bigger one and pounding."
] | [
"pad",
"positive"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"I had to buy a wireless mouse to go with it, as I am old school and hate the pad, but knew that before I bought it, now it works greatly great, need to get adjusted to the key board, as I am used to a bigger one and pounding."
] | [
"pad",
"negative"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"I had to buy a wireless mouse to go with it, as I am old school and hate the pad, but knew that before I bought it, now it works great, need to get adjusted to the key board, as I am used to a bigger one and pounding; runs is quiet, user experience is elegant and operating system is excellent."
] | [
"pad",
"negative"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"I wanted it for it's mobility and man, this little bad boy is very nice."
] | [
"mobility",
"positive"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"I wanted it for it's mobility and man, this little bad boy is very nasty."
] | [
"mobility",
"negative"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"I wanted it for it's mobility and man, this little bad boy is very nice, but performance is a disappointment and bass is weak."
] | [
"mobility",
"positive"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"Has all the other features I wanted including a VGA port, HDMI, ethernet and 3 USB ports."
] | [
"HDMI",
"neutral"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"Has all features I didn't want including a VGA port, HDMI, ethernet and 3 USB ports."
] | [
"HDMI",
"neutral"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"Has all the other features I wanted including a VGA port, HDMI, ethernet and 3 USB ports, but storage is enough."
] | [
"HDMI",
"neutral"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"Has all the other features I wanted including a VGA port, HDMI, ethernet and 3 USB ports."
] | [
"ethernet",
"neutral"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"Doesn't have all the other features I want a VGA port, HDMI, ethernet and 3 USB ports."
] | [
"ethernet",
"neutral"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"Has all the other features I wanted including a VGA port, HDMI, ethernet and 3 USB ports, but ram is upgrade able."
] | [
"ethernet",
"neutral"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"Has all the other features I wanted including a VGA port, HDMI, ethernet and 3 USB ports."
] | [
"USB ports",
"neutral"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"Has all the other features I didn't want including a VGA port, HDMI, ethernet and 3 USB ports."
] | [
"USB ports",
"neutral"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"Has all the other features I wanted including a VGA port, HDMI, ethernet and 3 USB ports, but speed is enough, built quality is excited and value is great."
] | [
"USB ports",
"neutral"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"Has all the other features I wanted including a VGA port, HDMI, ethernet and 3 USB ports."
] | [
"VGA port",
"neutral"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"Has all the other features I didn't want including a VGA port, HDMI, ethernet and 3 USB ports."
] | [
"VGA port",
"neutral"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"Has all the other features I wanted including a VGA port, HDMI, ethernet and 3 USB ports, but size is excellent."
] | [
"VGA port",
"neutral"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"Has all the other features I wanted including a VGA port, HDMI, ethernet and 3 USB ports."
] | [
"features",
"positive"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"Has all the other features I unwanted including a VGA port, HDMI, ethernet and 3 USB ports."
] | [
"features",
"negative"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"Has all the other features I wanted including a VGA port, HDMI, ethernet and 3 USB ports, but hard drive is poor and audio volume is unusable."
] | [
"features",
"positive"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"I really like the size and I'm a fan of the ACERS."
] | [
"size",
"positive"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"I really unlike the size and I'm a fan of the ACERS."
] | [
"size",
"negative"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"I really like the size and I'm a fan of the ACERS, but profile is critical."
] | [
"size",
"positive"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"The power plug has to be connected to the power adaptor to charge the battery but won't stay connected."
] | [
"power adaptor",
"neutral"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"The power plug has to be connected to the power adaptor to charge the battery but won't stay connected; size is excellent and exterior is gorgeous."
] | [
"power adaptor",
"neutral"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"The power plug has to be connected to the power adaptor to charge the battery but won't stay connected."
] | [
"power plug",
"negative"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"The power plug has to be connected to the power adaptor to charge the battery but won't stay connected; battery life is great and delivery is great."
] | [
"power plug",
"negative"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"The power plug has to be connected to the power adaptor to charge the battery but won't stay connected."
] | [
"battery",
"neutral"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"The power plug has to be connected to the power adaptor to charge the battery but won't stay connected; power switch is bigger and super drive is quiet."
] | [
"battery",
"neutral"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"It feels cheap, the keyboard is not very sensitive."
] | [
"keyboard",
"negative"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"It feels expensive, the keyboard is very sensitive."
] | [
"keyboard",
"positive"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"It feels cheap, the keyboard is not very sensitive, but colors is brilliant and mobility is nice."
] | [
"keyboard",
"negative"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"The battery is not as shown in the product photos."
] | [
"battery",
"negative"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"The battery is as shown in the product photos."
] | [
"battery",
"positive"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"The battery is not as shown in the product photos, but operating system is excellent and I like iTunes."
] | [
"battery",
"negative"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"I've already upgraded o Mavericks and I am impressed with everything about this computer."
] | [
"Mavericks",
"positive"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"I've already upgraded o Mavericks and I am not impressed with everything about this computer."
] | [
"Mavericks",
"negative"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"I've already upgraded o Mavericks and I am impressed with everything about this computer, but instructions is a lack, mac OS is a courtesy and i5 is not as fast."
] | [
"Mavericks",
"positive"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"The SD card reader is slightly recessed and upside down (the nail slot on the card cannot be accessed), if this was a self ejecting slot this would not be an issue, but its not."
] | [
"SD card reader",
"negative"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"The SD card reader is slightly not recessed but not upside down (the nail slot on the card cannot be accessed), if this was a self ejecting slot this would not be an issue, but its not."
] | [
"SD card reader",
"positive"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"The SD card reader is slightly recessed but upside down (the nail slot on the card can be accessed), if this was not a self ejecting slot this would not be an issue, but its not."
] | [
"SD card reader",
"negative"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"The SD card reader is slightly recessed and upside down (the nail slot on the card cannot be accessed), if this was a self ejecting slot this would not be an issue, but its not; start up is a love, navigate is easy and physical form is wonderful."
] | [
"SD card reader",
"negative"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"The SD card reader is slightly recessed and upside down (the nail slot on the card cannot be accessed), if this was a self ejecting slot this would not be an issue, but its not."
] | [
"slot",
"negative"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"The SD card reader is slightly recessed but upside down (the nail slot on the card cannot be accessed), if this was a self ejecting slot this would not be an recall, but its not."
] | [
"slot",
"positive"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"The SD card reader is slightly not recessed but not upside down (the nail slot on the card can be accessed), if this was a self ejecting slot this would not be an issue, but its not."
] | [
"slot",
"negative"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"The SD card reader is slightly recessed and upside down (the nail slot on the card cannot be accessed), if this was a self ejecting slot this would not be an issue, but its not; features is cool, physical form is wonderful and I like brightness."
] | [
"slot",
"negative"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"The SD card reader is slightly recessed and upside down (the nail slot on the card cannot be accessed), if this was a self ejecting slot this would not be an issue, but its not."
] | [
"nail slot on the card",
"negative"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"The SD card reader is slightly recessed and upside down (but the nail slot on the card can be accessed), if this was a self ejecting slot this would not be an issue, but its not."
] | [
"nail slot on the card",
"positive"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"The SD card reader is slightly not recessed but not upside down (the nail slot on the card cannot be accessed), if this was not a self ejecting slot this would not be an issue, but its not."
] | [
"nail slot on the card",
"negative"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"The SD card reader is slightly recessed and upside down (the nail slot on the card cannot be accessed), if this was a self ejecting slot this would not be an issue, but its not; working is pleasurable."
] | [
"nail slot on the card",
"negative"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"It was important that it was powerful enough to do all of the tasks he needed on the internet, word processing, graphic design and gaming."
] | [
"internet",
"positive"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"It was important that it was not powerful enough to do all of the tasks he needed on the internet, word processing, graphic design and gaming."
] | [
"internet",
"negative"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"It was important that it was powerful enough to do all of the tasks he needed on the internet, word processing, graphic design and gaming, but features is less and ox is an overbearing."
] | [
"internet",
"positive"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"It was important that it was powerful enough to do all of the tasks he needed on the internet, word processing, graphic design and gaming."
] | [
"word processing",
"positive"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"It was important that it was not powerful enough to do all of the tasks he needed on the internet, word processing, graphic design and gaming."
] | [
"word processing",
"negative"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"It was important that it was powerful enough to do all of the tasks he needed on the internet, word processing, graphic design and gaming, but mac office is a problems and hard drive is poor."
] | [
"word processing",
"positive"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"It was important that it was powerful enough to do all of the tasks he needed on the internet, word processing, graphic design and gaming."
] | [
"graphic design",
"positive"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"It was important that it was not powerful enough to do all of the tasks he needed on the internet, word processing, graphic design and gaming."
] | [
"graphic design",
"negative"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"It was important that it was powerful enough to do all of the tasks he needed on the internet, word processing, graphic design and gaming, but I dislike rubber pads and mac OS is a courtesy."
] | [
"graphic design",
"positive"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"It was important that it was powerful enough to do all of the tasks he needed on the internet, word processing, graphic design and gaming."
] | [
"gaming",
"positive"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"It was important that it was not powerful enough to do all of the tasks he needed on the internet, word processing, graphic design and gaming."
] | [
"gaming",
"negative"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"It was important that it was powerful enough to do all of the tasks he needed on the internet, word processing, graphic design and gaming, but cost is more and I dislike rubber pads."
] | [
"gaming",
"positive"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"The MAC Mini, wireless keyboard / mouse and a HDMI cable is all I need to get some real work done."
] | [
"wireless keyboard / mouse",
"neutral"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"The MAC Mini, wireless keyboard / mouse and a HDMI cable is all I need to get some real work done, but I like adjustments and hard drive is poor."
] | [
"wireless keyboard / mouse",
"neutral"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"The MAC Mini, wireless keyboard / mouse and a HDMI cable is all I need to get some real work done."
] | [
"HDMI cable",
"neutral"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"The MAC Mini, wireless keyboard / mouse and a HDMI cable is all I need to get some real work done, but durability of the battery is excellent."
] | [
"HDMI cable",
"neutral"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"It has all the expected features and more +plus a wide screen and more than roomy keyboard."
] | [
"screen",
"positive"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"It has all the expected features, but has a narrow screen and more than roomy keyboard."
] | [
"screen",
"negative"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"It does not have all the expected features but more + plus a wide wide screen but a less than roomy keyboard."
] | [
"screen",
"positive"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"It has all the expected features and more +plus a wide screen and more than roomy keyboard, but bass is weak, components is dirty and mac OS is inferior."
] | [
"screen",
"positive"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"It has all the expected features and more +plus a wide screen and more than roomy keyboard."
] | [
"keyboard",
"positive"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"It has all the expected features and more +plus a wide screen but no more than a small keyboard."
] | [
"keyboard",
"negative"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
||
generation | arts | [
"It has all the not expected features but more + plus a narrow screen but more than roomy keyboard."
] | [
"keyboard",
"positive"
] | none | Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"] |
End of preview. Expand
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YAML Metadata
Warning:
empty or missing yaml metadata in repo card
(https://huggingface.co/docs/hub/datasets-cards)
上述数据集为ABSA(Aspect-Based Sentiment Analysis)领域数据集，基本形式为从句子中抽取：方面术语、方面类别(术语类别)、术语在上下文中情感极性以及针对该术语的观点词，不同数据集抽取不同的信息，这点在jsonl文件的“instruction”键中有分别提到，在此我将其改造为了生成任务，需要模型按照一定格式生成抽取结果。
以acos数据集中抽取的jsonl文件一条数据举例：
{
"task_type": "generation",
"dataset": "acos",
"input": ["the computer has difficulty switching between tablet and computer ."],
"output": "[['computer', 'laptop usability', 'negative', 'difficulty']]",
"situation": "none",
"label": "",
"extra": "",
"instruction": "
Task: Extracting aspect terms and their corresponding aspect categories, sentiment polarities, and opinion words.
Input: A sentence
Output: A list of 4-tuples, where each tuple contains the extracted aspect term, its aspect category, sentiment polarity, and opinion words (if any). Supplement: \"Null\" means that there is no occurrence in the sentence.
Example:
Sentence: \"Also it's not a true SSD drive in there but eMMC, which makes a difference.\"
Output: [['SSD drive', 'hard_disc operation_performance', 'negative', 'NULL']]'
"
}
此处未设置label和extra，在instruction中以如上所示的字符串模板，并给出一个例子进行one-shot，ABSA领域数据集(absa-quad,acos,arts,aste-data-v2,mams,semeval-2014,semeval-2015,semeval-2016,towe)每个数据集对应instruction模板相同，内容有细微不同，且部分数据集存在同一数据集不同数据instruction内容不同的情况。
原始数据集
- 数据链接
- Paper: Tasty Burgers, Soggy Fries: Probing Aspect Robustness in Aspect-Based Sentiment Analysis
- 说明：原始数据集由laptop和restaurant两个领域的的json数据组成，本次改造我将两个数据集的数据合并并区分为train、validation与test，该数据的提出目的是测试模型鲁棒性，因此在引用该数据集的文章中多是通过在一个领域的数据上训练，在该数据集的另一个领域上测试。
当前SOTA
数据来自论文
- 评价指标：macro-averaged F1
- SOTA模型：CVIB
- 其他领域数据训练后在restaurant数据集上macro-averaged F1：70.29
- restaurant数据集上训练并测评的macro-averaged F1：82.03
- 其他领域训练后在laptop上测评的macro-averaged F1：69.39
- laptop数据集上训练并测评的macro-averaged F1：77.53 )
- Paper：Reducing Spurious Correlations for Aspect-Based Sentiment Analysis with Variational Information Bottleneck and Contrastive Learning
- 说明：该论文来自Google Scholar检索到的引用ARTS原论文的论文之一，我比较了2023年的一些论文工作后筛选了一个最优指标以及模型。
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