Datasets:
Modalities:
Text
Formats:
json
Languages:
English
Size:
10K - 100K
Tags:
sentiment
aspect-based sentiment analysis
Aspect Term Extraction
Opinion Term Extraction
Aspect Term-Opinion Term Pair Extraction
Aspect term, Sentiment, Opinion term Triplet Extraction
License:
Dataset Viewer
instruction
stringclasses 8
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stringlengths 1
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extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | judging from previous posts this used to be a good place , but not any longer . | (['place'], RESTAURANT#GENERAL, negative, ['not', 'any', 'longer']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | we , there were four of us , arrived at noon - the place was empty - and the staff acted like we were imposing on them and they were very rude . | (['staff'], SERVICE#GENERAL, negative, ['rude']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | they never brought us complimentary noodles , ignored repeated requests for sugar , and threw our dishes on the table . | (None, SERVICE#GENERAL, negative, None) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | the food was lousy - too sweet or too salty and the portions tiny . | (['food'], FOOD#QUALITY, negative, ['lousy']); (['food'], FOOD#QUALITY, negative, ['too', 'sweet']); (['food'], FOOD#QUALITY, negative, ['too', 'salty']); (['portions'], FOOD#STYLE_OPTIONS, negative, ['tiny']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | after all that , they complained to me about the small tip . | (None, SERVICE#GENERAL, negative, ['complained']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | avoid this place ! | (['place'], RESTAURANT#GENERAL, negative, ['avoid']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | i have eaten at saul , many times , the food is always consistently , outrageously good . | (['food'], FOOD#QUALITY, positive, ['outrageously', 'good']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | saul is the best restaurant on smith street and in brooklyn . | (['saul'], RESTAURANT#GENERAL, positive, ['best']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | the duck confit is always amazing and the foie gras terrine with figs was out of this world . | (['foie', 'gras', 'terrine', 'with', 'figs'], FOOD#QUALITY, positive, ['out', 'of', 'this', 'world']); (['duck', 'confit'], FOOD#QUALITY, positive, ['amazing']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | the wine list is interesting and has many good values . | (['wine', 'list'], DRINKS#STYLE_OPTIONS, positive, ['interesting']); (['wine', 'list'], DRINKS#PRICES, positive, ['good', 'values']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | for the price , you can not eat this well in manhattan . | (None, RESTAURANT#PRICES, positive, ['well']); (None, FOOD#QUALITY, positive, ['well']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | i was very disappointed with this restaurant . | (['restaurant'], RESTAURANT#GENERAL, negative, ['disappointed']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | ive asked a cart attendant for a lotus leaf wrapped rice and she replied back rice and just walked away . | (['cart', 'attendant'], SERVICE#GENERAL, negative, None) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | i had to ask her three times before she finally came back with the dish ive requested . | (None, SERVICE#GENERAL, negative, None) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | food was okay , nothing great . | (['food'], FOOD#QUALITY, neutral, ['okay']); (['food'], FOOD#QUALITY, neutral, ['nothing', 'great']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | chow fun was dry ; pork shu mai was more than usually greasy and had to share a table with loud and rude family . | (['chow', 'fun'], FOOD#QUALITY, negative, ['dry']); (['pork', 'shu', 'mai'], FOOD#QUALITY, negative, ['greasy']); (None, AMBIENCE#GENERAL, negative, ['loud']); (None, AMBIENCE#GENERAL, negative, ['rude']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | i / we will never go back to this place again . | (['place'], RESTAURANT#GENERAL, negative, ['never', 'go', 'back']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | went on a 3 day oyster binge , with fish bringing up the closing , and i am so glad this was the place it o trip ended , because it was so great ! | (['fish'], RESTAURANT#GENERAL, positive, ['great']); (None, RESTAURANT#GENERAL, positive, ['glad']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | service was devine , oysters where a sensual as they come , and the price ca n ' t be beat ! ! ! | (['service'], SERVICE#GENERAL, positive, ['devine']); (['oysters'], FOOD#QUALITY, positive, ['sensual']); (None, RESTAURANT#PRICES, positive, None) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | you ca n ' t go wrong here . | (None, RESTAURANT#GENERAL, positive, None) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | every time in new york i make it a point to visit restaurant saul on smith street . | (['restaurant', 'saul'], RESTAURANT#GENERAL, positive, None) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | everything is always cooked to perfection , the service is excellent , the decor cool and understated . | (['service'], SERVICE#GENERAL, positive, ['excellent']); (['decor'], AMBIENCE#GENERAL, positive, ['cool']); (['decor'], AMBIENCE#GENERAL, positive, ['understated']); (None, FOOD#QUALITY, positive, ['perfection']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | i had the duck breast special on my last visit and it was incredible . | (['duck', 'breast', 'special'], FOOD#QUALITY, positive, ['incredible']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | and i hate to say this but i doubt i ' ll ever go back . | (None, RESTAURANT#GENERAL, negative, ['doubt']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | the food is very average . . . the thai fusion stuff is a bit too sweet , every thing they serve is too sweet here . | (['food'], FOOD#QUALITY, negative, ['average']); (['thai', 'fusion', 'stuff'], FOOD#QUALITY, negative, ['too', 'sweet']); (None, FOOD#QUALITY, negative, ['too', 'sweet']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | the only thing i moderately enjoyed was their grilled chicken special with edamame puree . | (['grilled', 'chicken', 'special', 'with', 'edamame', 'puree'], FOOD#QUALITY, positive, ['enjoyed']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | i had never had edamame pureed before but i thought it was innovative and tasty ( could ' ve used a bit more salt ) . | (['edamame', 'pureed'], FOOD#QUALITY, positive, ['tasty']); (['edamame', 'pureed'], FOOD#STYLE_OPTIONS, positive, ['innovative']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | the decor is night tho . . . but they really need to clean that vent in the ceiling . . . its quite un - appetizing , and kills your effort to make this place look sleek and modern . | (['place'], AMBIENCE#GENERAL, negative, ['sleek']); (['place'], AMBIENCE#GENERAL, negative, ['modern']); (['decor'], AMBIENCE#GENERAL, positive, ['night']); (['vent'], AMBIENCE#GENERAL, negative, ['un', '-', 'appetizing']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | we went around 9 : 30 on a friday and it had died down a bit by then so the service was great ! | (['service'], SERVICE#GENERAL, positive, ['great']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | the perfect spot . | (['spot'], RESTAURANT#GENERAL, positive, ['perfect']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | food - awesome . | (['food'], FOOD#QUALITY, neutral, ['awesome']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | service - friendly and attentive . | (['service'], SERVICE#GENERAL, positive, ['friendly']); (['service'], SERVICE#GENERAL, positive, ['attentive']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | ambiance - relaxed and stylish . | (['ambiance'], AMBIENCE#GENERAL, positive, ['relaxed']); (['ambiance'], AMBIENCE#GENERAL, positive, ['stylish']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | do n ' t judge this place prima facie , you have to try it to believe it , a home away from home for the literate heart . | (['place'], RESTAURANT#GENERAL, positive, None) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | the food is decent . | (['food'], FOOD#QUALITY, neutral, ['decent']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | however , it ' s the service that leaves a bad taste in my mouth . | (['service'], SERVICE#GENERAL, negative, ['bad', 'taste']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | i happen to have a policy that goes along with a little bit of self - respect , which includes not letting a waiter intimidate me , i . e . make me feel bad asking for trivialities like water , or the check . | (['waiter'], SERVICE#GENERAL, negative, ['bad']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | i know , you were too busy showing off your vintage tee shirt and looking bored , but my agenda is i ' m here to eat and enjoy the company of friends , seeking a pleasant experience . | (None, SERVICE#GENERAL, negative, None); (None, SERVICE#GENERAL, negative, None) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | well , i did n ' t find it there , and trust , i have told everyone i can think of about my experience . | (None, RESTAURANT#GENERAL, negative, None) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | the last time i walked by it looked pretty empty . hmmm . | (None, RESTAURANT#MISCELLANEOUS, negative, ['empty']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | i had a great experience . | (None, RESTAURANT#GENERAL, positive, ['great']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | food is great . | (['food'], FOOD#QUALITY, positive, ['great']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | service is top notch . | (['service'], SERVICE#GENERAL, positive, ['top', 'notch']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | i have been going back again and again . | (None, RESTAURANT#GENERAL, positive, None) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | it melted in my little mouth and the perfect consistency - not too fishy , creamy , and slightly buttery . | (None, FOOD#QUALITY, positive, ['perfect', 'consistency']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | the sushi seemed pretty fresh and was adequately proportioned . | (['sushi'], FOOD#QUALITY, positive, ['fresh']); (['sushi'], FOOD#STYLE_OPTIONS, positive, ['proportioned']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | the rice to fish ration was also good - - they did n ' t try to overpack the rice . | (['rice', 'to', 'fish', 'ration'], FOOD#STYLE_OPTIONS, positive, ['good']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | we took advanatage of the half price sushi deal on saturday so it was well worth it . | (['half', 'price', 'sushi', 'deal'], FOOD#QUALITY, positive, ['worth']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | surprisingly nothing could be further from the truth . | (None, RESTAURANT#MISCELLANEOUS, positive, ['surprisingly']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | in the evening , this place attracted a well dressed , with it , ny crowd . | (['crowd'], RESTAURANT#MISCELLANEOUS, positive, ['attracted']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | the food was well prepared and the service impecable . | (['food'], FOOD#QUALITY, positive, ['well', 'prepared']); (['service'], SERVICE#GENERAL, positive, ['impecable']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | i ' m going back . | (None, RESTAURANT#GENERAL, positive, None) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | quite simply it ' s like stepping out of manhattan and into a haven of tranquility . | (None, AMBIENCE#GENERAL, positive, ['tranquility']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | i will be going back and heartily recommend it ! | (None, RESTAURANT#GENERAL, positive, ['recommend']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | it is terrific , as is the value . | (None, FOOD#QUALITY, positive, ['terrific']); (None, FOOD#PRICES, positive, ['terrific']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | $ 6 and there is much tasty food , all of it fresh and continually refilled . | (['food'], FOOD#STYLE_OPTIONS, positive, ['refilled']); (['food'], FOOD#QUALITY, positive, ['tasty']); (['food'], FOOD#QUALITY, positive, ['fresh']); (['food'], FOOD#PRICES, positive, None) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | i am not a vegetarian but , almost all the dishes were great . | (['dishes'], FOOD#QUALITY, positive, ['great']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | go hungry and enjoy . | (None, RESTAURANT#GENERAL, positive, ['enjoy']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | i like the somosas , chai , and the chole , but the dhosas and dhal were kinda disappointing . | (['somosas'], FOOD#QUALITY, positive, ['like']); (['chai'], FOOD#QUALITY, positive, ['like']); (['chole'], FOOD#QUALITY, positive, ['like']); (['dhosas'], FOOD#QUALITY, negative, ['disappointing']); (['dhal'], FOOD#QUALITY, negative, ['disappointing']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | the service varys from day to day - sometimes they ' re very nice , and sometimes not . | (['service'], SERVICE#GENERAL, negative, ['varys']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | the kitchen however , is almost always slow . | (['kitchen'], SERVICE#GENERAL, negative, ['slow']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | if you ' ve ever been along the river in weehawken you have an idea of the top of view the chart house has to offer . | (['view'], LOCATION#GENERAL, positive, None) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | add to that great service and great food at a reasonable price and you have yourself the beginning of a great evening . | (['service'], SERVICE#GENERAL, positive, ['great']); (['food'], FOOD#QUALITY, positive, ['great']); (['food'], FOOD#PRICES, positive, ['great']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | the lava cake dessert was incredible and i recommend it . | (['lava', 'cake', 'dessert'], FOOD#QUALITY, positive, ['incredible']); (['lava', 'cake', 'dessert'], FOOD#QUALITY, positive, ['recommend']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | once you step into cosette , you ' re miraculously in a small , off - the - beaten path parisian bistro . | (['cosette'], AMBIENCE#GENERAL, positive, ['off', '-', 'the', '-', 'beaten']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | this tiny restaurant is as cozy as it gets , with that certain parisian flair . | (['restaurant'], AMBIENCE#GENERAL, positive, ['tiny']); (['restaurant'], AMBIENCE#GENERAL, positive, ['cozy']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | the food was average to above - average ; the french onion soup filling yet not overly impressive , and the desserts not brilliant in any way . | (['food'], FOOD#QUALITY, positive, ['average', 'to', 'above', '-', 'average']); (['french', 'onion', 'soup'], FOOD#QUALITY, neutral, ['not', 'overly', 'impressive']); (['desserts'], FOOD#QUALITY, negative, ['not', 'brilliant']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | however , go for the ambience , and consider the food just a companion for a trip across the world ! | (['ambience'], AMBIENCE#GENERAL, negative, None); (['food'], FOOD#QUALITY, positive, None) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | the pizza was delivered cold and the cheese was n ' t even fully melted ! | (['pizza'], FOOD#QUALITY, negative, ['cold']); (['cheese'], FOOD#QUALITY, negative, ['was', 'n', "'", 't', 'even', 'fully', 'melted']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | it looked like shredded cheese partly done - still in strips . | (None, FOOD#QUALITY, negative, None) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | this has got to be one of the most overrated restaurants in brooklyn . | (None, RESTAURANT#GENERAL, negative, ['overrated']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | the pizza is overpriced and soggy . | (['pizza'], FOOD#QUALITY, negative, ['soggy']); (['pizza'], FOOD#PRICES, negative, ['overpriced']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | yes , they use fancy ingredients , but even fancy ingredients do n ' t make for good pizza unless someone knows how to get the crust right . | (['ingredients'], FOOD#QUALITY, positive, ['fancy']); (['pizza'], FOOD#QUALITY, negative, ['good']); (['crust'], FOOD#QUALITY, negative, None) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | a big disappointment , all around . | (None, RESTAURANT#GENERAL, negative, ['disappointment']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | i think i ' ve had some the best meals of my life at minnow . | (['meals'], FOOD#QUALITY, positive, ['best']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | the seafood is amazing , there ' s a good wine list , and the ever - changing menu always offers some great surprises . | (['seafood'], FOOD#QUALITY, positive, ['amazing']); (['wine', 'list'], DRINKS#STYLE_OPTIONS, positive, ['good']); (['menu'], FOOD#STYLE_OPTIONS, positive, ['ever', '-', 'changing']); (['menu'], FOOD#STYLE_OPTIONS, positive, ['great', 'surprises']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | the combination of super - fresh ingredients in the dishes are unusual but really delicious . | (['ingredients'], FOOD#QUALITY, positive, ['super', '-', 'fresh']); (['ingredients'], FOOD#QUALITY, positive, ['unusual']); (['ingredients'], FOOD#QUALITY, positive, ['delicious']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | worth the trip from manhattan . | (None, RESTAURANT#GENERAL, positive, ['worth']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | best pastrami i ever had and great portion without being ridiculous . | (['pastrami'], FOOD#QUALITY, positive, ['best']); (['portion'], FOOD#STYLE_OPTIONS, positive, ['great']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | my wife had the fried shrimp which are huge and loved it . | (['fried', 'shrimp'], FOOD#STYLE_OPTIONS, positive, ['huge']); (['fried', 'shrimp'], FOOD#QUALITY, positive, ['loved']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | as a japanese native , i ' ve lived in the tristate area for over 8 years , but i was just so amazed at this place . | (['place'], RESTAURANT#GENERAL, positive, ['amazed']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | this place is the most japanese it can ever get . | (['place'], RESTAURANT#MISCELLANEOUS, positive, ['japanese']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | the signs , the specials menus , food , and even all the waitstaff are all totally japanese . | (['signs'], RESTAURANT#MISCELLANEOUS, positive, ['japanese']); (['specials', 'menus'], FOOD#STYLE_OPTIONS, positive, ['japanese']); (['food'], FOOD#QUALITY, positive, ['japanese']); (['waitstaff'], SERVICE#GENERAL, positive, ['japanese']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | this place is worth an one - hour drive . | (['place'], RESTAURANT#GENERAL, positive, ['worth']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | i am so coming back here again , as much as i can . | (None, RESTAURANT#GENERAL, positive, None) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | leon is an east village gem : casual but hip , with well prepared basic french bistro fare , good specials , a warm and lively atmosphere . | (['leon'], RESTAURANT#GENERAL, positive, ['casual']); (['leon'], AMBIENCE#GENERAL, positive, ['hip']); (['specials'], FOOD#QUALITY, positive, ['good']); (['atmosphere'], AMBIENCE#GENERAL, positive, ['warm']); (['atmosphere'], AMBIENCE#GENERAL, positive, ['lively']); (['french', 'bistro', 'fare'], FOOD#QUALITY, positive, ['well', 'prepared']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | my wife and i always enjoy the young , not always well trained but nevertheless friendly , staff , all of whom have a story . | (['staff'], SERVICE#GENERAL, positive, ['enjoy']); (['staff'], SERVICE#GENERAL, positive, ['friendly']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | decent wine at reasonable prices . | (['wine'], DRINKS#QUALITY, neutral, ['decent']); (['wine'], DRINKS#PRICES, positive, ['reasonable']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | our teenage kids love it , too . | (None, RESTAURANT#GENERAL, positive, ['love']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | everytime i decide to try another place on the ues , i get angry that i did n ' t just go to zucchero pomodori . | (['zucchero', 'pomodori'], RESTAURANT#GENERAL, positive, None) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | this is by far my favorite place in the neighborhood . | (['place'], RESTAURANT#GENERAL, positive, ['favorite']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | the service is excellent , the decor is great , and the food is delicious and comes in large portions . | (['service'], SERVICE#GENERAL, positive, ['excellent']); (['decor'], AMBIENCE#GENERAL, positive, ['great']); (['food'], FOOD#QUALITY, positive, ['delicious']); (['portions'], FOOD#STYLE_OPTIONS, positive, ['large']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | i ' m partial to the gnocchi . | (['gnocchi'], RESTAURANT#GENERAL, positive, ['partial']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | this place is incredibly tiny . | (['place'], AMBIENCE#GENERAL, negative, ['tiny']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | they refuse to seat parties of 3 or more on weekends . | (None, SERVICE#GENERAL, negative, ['refuse']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | the hostess is rude to the point of being offensive . | (['hostess'], SERVICE#GENERAL, negative, ['rude']); (['hostess'], SERVICE#GENERAL, negative, ['offensive']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | the food was bland oily . | (['food'], FOOD#QUALITY, negative, ['bland', 'oily']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | i just do n ' t understand all the hype . . . | (None, RESTAURANT#GENERAL, negative, ['hype']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | we have been to this place many times , and always have great food , wine , and service . | (['food'], FOOD#QUALITY, positive, ['great']); (['wine'], DRINKS#QUALITY, positive, ['great']); (['service'], SERVICE#GENERAL, positive, ['great']) |
extract Aspect-Category-Opinion-Sentiment Quadruple from the sentence | we were worried we would have trouble getting in , but somehow managed to have a short wait . | (['wait'], SERVICE#GENERAL, positive, ['short']) |
End of preview. Expand
in Data Studio
A Sentiment Analsysis Dataset for Finetuning Large Models in Chat-style
More details can be found at https://github.com/l294265421/chat-sentiment-analysis
Supported Tasks
- Aspect Term Extraction (ATE)
- Opinion Term Extraction (OTE)
- Aspect Term-Opinion Term Pair Extraction (AOPE)
- Aspect term, Sentiment, Opinion term Triplet Extraction (ASOTE)
- Aspect Category Detection (ACD)
- Aspect Category-Sentiment Pair Extraction (ACSA)
- Aspect-Category-Opinion-Sentiment (ACOS) Quadruple Extraction
- Holder, Target, Opinion, Sentiment (HTOS) Quadruple Extraction
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