{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,24]],"date-time":"2025-08-24T01:28:55Z","timestamp":1755998935246},"reference-count":27,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,6,4]],"date-time":"2023-06-04T00:00:00Z","timestamp":1685836800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,6,4]],"date-time":"2023-06-04T00:00:00Z","timestamp":1685836800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,6,4]]},"DOI":"10.1109\/icassp49357.2023.10095209","type":"proceedings-article","created":{"date-parts":[[2023,5,5]],"date-time":"2023-05-05T17:28:30Z","timestamp":1683307710000},"page":"1-5","source":"Crossref","is-referenced-by-count":3,"title":["Improving the out-of-Distribution Generalization Capability of Language Models: Counterfactually-Augmented Data is not Enough"],"prefix":"10.1109","author":[{"given":"Caoyun","family":"Fan","sequence":"first","affiliation":[{"name":"Shanghai Jiao Tong University,MoE Key Lab of Artificial Intelligence, AI Institute,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wenqing","family":"Chen","sequence":"additional","affiliation":[{"name":"Sun Yat-sen University,School of Software Engineering,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jidong","family":"Tian","sequence":"additional","affiliation":[{"name":"Shanghai Jiao Tong University,MoE Key Lab of Artificial Intelligence, AI Institute,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yitian","family":"Li","sequence":"additional","affiliation":[{"name":"Shanghai Jiao Tong University,MoE Key Lab of Artificial Intelligence, AI Institute,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hao","family":"He","sequence":"additional","affiliation":[{"name":"Shanghai Jiao Tong University,MoE Key Lab of Artificial Intelligence, AI Institute,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yaohui","family":"Jin","sequence":"additional","affiliation":[{"name":"Shanghai Jiao Tong University,MoE Key Lab of Artificial Intelligence, AI Institute,China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i16.17651"},{"key":"ref12","article-title":"Learning the difference that makes a difference with counterfactually-augmented data","author":"kaushik","year":"2020","journal-title":"ICLRE"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.insights-1.13"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.acl-long.26"},{"key":"ref11","article-title":"Evaluation and selection of biases in machine learning","author":"spears","year":"2004","journal-title":"Machine Learning"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.findings-emnlp.308"},{"key":"ref2","article-title":"Roberta: A robustly optimized bert pretraining approach","author":"liu","year":"2019","journal-title":"ArXiv"},{"key":"ref1","article-title":"Bert: Pre-training of deep bidirectional transformers for language understanding","author":"devlin","year":"2019","journal-title":"NAACL"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.emnlp-main.386"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.emnlp-main.12"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33016359"},{"key":"ref18","article-title":"The risks of invariant risk minimization","author":"rosenfeld","year":"2021","journal-title":"ICLRE"},{"key":"ref24","article-title":"Character-level convolutional networks for text classification","author":"zhang","year":"2015","journal-title":"NIPS"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D19-1018"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N18-1101"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D15-1075"},{"key":"ref20","article-title":"Learning word vectors for sentiment analysis","author":"maas","year":"2011","journal-title":"ACL"},{"key":"ref22","article-title":"Recursive deep models for semantic compositionality over a sentiment treebank","author":"socher","year":"2013","journal-title":"EMNLP"},{"key":"ref21","article-title":"Wordnet : an electronic lexical database","author":"fellbaum","year":"2000","journal-title":"Language"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2011.5995347"},{"key":"ref7","article-title":"The need for biases in learning generalizations","author":"mitchell","year":"2007","journal-title":"Department of Computer Science Laboratory for Computer Science Research Rutgers Univ"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P19-1334"},{"key":"ref4","article-title":"Towards out-of-distribution generalization: A survey","author":"shen","year":"2021","journal-title":"ArXiv"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2021\/628"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2022.acl-long.256"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58607-2_34"}],"event":{"name":"ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","start":{"date-parts":[[2023,6,4]]},"location":"Rhodes Island, Greece","end":{"date-parts":[[2023,6,10]]}},"container-title":["ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10094559\/10094560\/10095209.pdf?arnumber=10095209","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,20]],"date-time":"2023-11-20T19:08:57Z","timestamp":1700507337000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10095209\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,6,4]]},"references-count":27,"URL":"https:\/\/doi.org\/10.1109\/icassp49357.2023.10095209","relation":{},"subject":[],"published":{"date-parts":[[2023,6,4]]}}}