This table gives a list of publicly available datasets for ABSA and its subtasks with no aspect category annotations. If you want to add any new datasets or change any information, please create a fork of the master repository and create a pull request, so that we can verify it and commit the change.
| Index | Year | Dataset Paper | Domain | Lng | #Revs | #Sent | #AT-pos | #AT-neg | #AT-neu | Link to the Dataset |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 2004 | Customer Reviews (Hu and Liu, 2004b) | Cameras | EN | 34 | 346 | 172 | 31 | - | https://www.cs.uic.edu/~liub/FBS/CustomerReviewData.zip |
| 2 | 2004 | Customer Reviews (Hu and Liu, 2004b) | Phones | EN | 41 | 546 | 252 | 86 | - | https://www.cs.uic.edu/~liub/FBS/CustomerReviewData.zip |
| 3 | 2004 | Customer Reviews (Hu and Liu, 2004b) | Electronics | EN | 95 | 1716 | 514 | 331 | - | https://www.cs.uic.edu/~liub/FBS/CustomerReviewData.zip |
| 4 | 2004 | Customer Reviews (Hu and Liu, 2004b) | DVD-player | EN | 99 | 739 | 195 | 235 | - | https://www.cs.uic.edu/~liub/FBS/CustomerReviewData.zip |
| 5 | 2004 | Customer Reviews (Hu and Liu, 2004b) | Cameras | EN | 45 | 597 | 224 | 61 | - | https://www.cs.uic.edu/~liub/FBS/CustomerReviewData.zip |
| 6 | 2008 | Customer Reviews (Ding etal., 2008) | Cameras | EN | 51 | 300 | 164 | 58 | - | https://www.cs.uic.edu/~liub/FBS/Reviews-9-products.rar |
| 7 | 2008 | Customer Reviews (Ding etal., 2008) | Cameras | EN | 1 | 229 | 121 | 27 | - | https://www.cs.uic.edu/~liub/FBS/Reviews-9-products.rar |
| 8 | 2008 | Customer Reviews (Ding etal., 2008) | Routers | EN | 31 | 312 | 186 | 79 | - | https://www.cs.uic.edu/~liub/FBS/Reviews-9-products.rar |
| 9 | 2008 | Customer Reviews (Ding etal., 2008) | Phones | EN | 49 | 594 | 310 | 148 | - | https://www.cs.uic.edu/~liub/FBS/Reviews-9-products.rar |
| 10 | 2008 | Customer Reviews (Ding etal., 2008) | Routers | EN | 48 | 577 | 154 | 64 | - | https://www.cs.uic.edu/~liub/FBS/Reviews-9-products.rar |
| 11 | 2008 | Customer Reviews (Ding etal., 2008) | Ipod | EN | - | 531 | 129 | 62 | - | https://www.cs.uic.edu/~liub/FBS/Reviews-9-products.rar |
| 12 | 2008 | Customer Reviews (Ding etal., 2008) | Mp3player | EN | 50 | 1011 | 406 | 177 | - | https://www.cs.uic.edu/~liub/FBS/Reviews-9-products.rar |
| 13 | 2008 | Customer Reviews (Ding etal., 2008) | DiaperChamp | EN | 48 | 375 | 183 | 56 | - | https://www.cs.uic.edu/~liub/FBS/Reviews-9-products.rar |
| 14 | 2008 | Customer Reviews (Ding etal., 2008) | Antivirus | EN | 46 | 380 | 72 | 169 | - | https://www.cs.uic.edu/~liub/FBS/Reviews-9-products.rar |
| 15 | 2010 | JDPA (Kessler etal., 2010) | Cameras | EN | 96 | 3527 | - | - | - | https://verbs.colorado.edu/jdpacorpus/JDPASentimentCorpus.tar.gz |
| 16 | 2010 | JDPA (Kessler etal., 2010) | Cars | EN | 111 | 4493 | - | - | - | https://verbs.colorado.edu/jdpacorpus/JDPASentimentCorpus.tar.gz |
| 17 | 2010 | Darmstadt Service | University reviews | EN | 240 | 2786 | - | - | - | https://tudatalib.ulb.tu-darmstadt.de/handle/tudatalib/2448 |
| 18 | 2010 | (Toprak etal., 2010) | Service Reviews | EN | 234 | 6091 | - | - | - | https://tudatalib.ulb.tu-darmstadt.de/handle/tudatalib/2448 |
| 19 | 2014 | Twitter Comments (Dong etal., 2014) | Twitter comments | EN | - | 6940 | 1734 | 1733 | 3371 | https://goo.gl/5Enpu7 |
| 20 | 2014 | SE-14 (Pontiki etal., 2014) | Laptops | EN | - | 3845 | 1331 | 994 | 629 | https://alt.qcri.org/semeval2014/task4/ |
| 21 | 2015 | Customer Reviews (Liu etal., 2015) | Router | EN | - | 879 | 185 | 122 | - | https://www.cs.uic.edu/~liub/FBS/CustomerReviews-3-domains.rar |
| 22 | 2015 | Customer Reviews (Liu etal., 2015) | Computer | EN | - | 581 | 270 | 84 | - | https://www.cs.uic.edu/~liub/FBS/CustomerReviews-3-domains.rar |
| 23 | 2015 | Customer Reviews (Liu etal., 2015) | Speaker | EN | - | 689 | 362 | 78 | - | https://www.cs.uic.edu/~liub/FBS/CustomerReviews-3-domains.rar |
| 24 | 2018 | Hindi Multi-Domain (Akhtar etal., 2018) | Laptops & 11others** | HN | - | 5417 | 1986 | 569 | 1954 | https://github.com/pnisarg/ABSA |
| 25 | 2019 | MAMS (Jiang etal., 2019) | Restaurants | EN | - | 5297 | 4183 | 3418 | 6253 | https://github.com/siat-nlp/MAMS-for-ABSA/tree/master/data |
| 26 | 2019 | TOWE (Fan etal., 2019) | Restaurants | EN | - | 2127 | 3508 targ.-op.pairs | https://github.com/NJUNLP/TOWE/blob/master/data/14res/test.tsv | ||
| 27 | 2019 | TOWE (Fan etal., 2019) | Restaurants | EN | - | 1079 | 1512 targ.-op.pairs | https://github.com/NJUNLP/TOWE/blob/master/data/15res/test.tsv | ||
| 28 | 2019 | TOWE (Fan etal., 2019) | Restaurants | EN | - | 1408 | 1969 targ.-op.pairs | https://github.com/NJUNLP/TOWE/blob/master/data/15res/test.tsv | ||
| 29 | 2019 | TOWE (Fan etal., 2019) | Laptops | EN | - | 1501 | 2116 targ.-op.pairs | https://github.com/NJUNLP/TOWE/blob/master/data/15res/test.tsv | ||
| 30 | 2020 | ASTE (Peng etal., 2020) | Restaurants | EN | - | 2119 | 2769 | 756 | 286 | https://github.com/xuuuluuu/SemEval-Triplet-data/tree/master/ASTE-Data-V1-AAAI2020 |
| 31 | 2020 | ASTE (Peng etal., 2020) | Restaurants | EN | - | 1057 | 1285 | 401 | 61 | https://github.com/xuuuluuu/SemEval-Triplet-data/tree/master/ASTE-Data-V1-AAAI2020 |
| 32 | 2020 | ASTE (Peng etal., 2020) | Restaurants | EN | - | 1372 | 1674 | 483 | 90 | https://github.com/xuuuluuu/SemEval-Triplet-data/tree/master/ASTE-Data-V1-AAAI2020 |
| 33 | 2020 | ASTE (Peng etal., 2020) | Laptops | EN | - | 1487 | 1350 | 774 | 225 | https://github.com/xuuuluuu/SemEval-Triplet-data/tree/master/ASTE-Data-V1-AAAI2020 |
| 34 | 2020 | ABSITA-2020 (DeMattei etal., 2020) | Sdcards & 20others | IT | - | 4363 | 7219 | 1577 | - | https://www.di.uniba.it/~swap/ate_absita/dataset.html |