{"created":"2024-03-05T07:28:42.478044+00:00","id":2000082,"links":{},"metadata":{"_buckets":{"deposit":"bc1acad7-5c4d-4013-aad6-4d9118d19193"},"_deposit":{"created_by":12,"id":"2000082","owner":"12","owners":[12],"pid":{"revision_id":0,"type":"depid","value":"2000082"},"status":"published"},"_oai":{"id":"oai:meikai.repo.nii.ac.jp:02000082","sets":["1707887444922:1707888719787"]},"author_link":[],"control_number":"2000082","item_10007_description_13":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"We propose an AdversariaL training algorithm for commonsense InferenCE（ ALICE）.\nWe apply small perturbations to word embeddings and minimize the resultant adversarial risk to regularize the model. We exploit a novel combination of two different approaches to estimate these perturbations: 1） using the true label and 2）using the model prediction. Without relying on any human-crafted features, knowledge bases or additional datasets other than the target datasets, our model boosts the finetuning\nperformance of RoBERTa, achieving competitive results on multiple reading comprehension datasets that require commonsense inference.","subitem_description_language":"en","subitem_description_type":"Abstract"}]},"item_10007_version_type_20":{"attribute_name":"著者版フラグ","attribute_value_mlt":[{"subitem_version_resource":"http://purl.org/coar/version/c_ab4af688f83e57aa","subitem_version_type":"AM"}]},"item_1709106791058":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2023-12-14","bibliographicIssueDateType":"Issued"},"bibliographicPageEnd":"138","bibliographicPageStart":"129","bibliographic_titles":[{"bibliographic_title":"「言語による時間生成」論文集・報告集","bibliographic_titleLang":"ja"}]}]},"item_1709106969251":{"attribute_name":"著者","attribute_value_mlt":[{"names":[{"name":"PEREIRA,Lis","nameLang":"en"}]},{"names":[{"name":"LIU,Xiaodong","nameLang":"en"}]},{"names":[{"name":"CHENG,Fei","nameLang":"en"}]},{"names":[{"name":"ASAHARA,Masayuki","nameLang":"en"}]},{"names":[{"name":"KOBAYASHI,Ichiro","nameLang":"en"}]}]},"item_1709107015861":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"明海大学外国語学部　嶋田珠巳研究室","subitem_publisher_language":"ja"}]},"item_access_right":{"attribute_name":"アクセス権","attribute_value_mlt":[{"subitem_access_right":"open access","subitem_access_right_uri":"http://purl.org/coar/access_right/c_abf2"}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_access","date":[{"dateType":"Available","dateValue":"2024-03-14"}],"displaytype":"preview","filename":"11_英文_ALICE.pdf","filesize":[{"value":"239 KB"}],"format":"application/pdf","licensetype":"license_5","mimetype":"application/pdf","url":{"url":"https://meikai.repo.nii.ac.jp/record/2000082/files/11_英文_ALICE.pdf"},"version_id":"41e81a7b-39c4-4441-9ff0-8b33dab6912d"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"eng"}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourcetype":"research report","resourceuri":"http://purl.org/coar/resource_type/c_18ws"}]},"item_title":"Adversarial Training for Commonsense Inference","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"Adversarial Training for Commonsense Inference","subitem_title_language":"en"}]},"item_type_id":"10007","owner":"12","path":["1707888719787"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2024-03-14"},"publish_date":"2024-03-14","publish_status":"0","recid":"2000082","relation_version_is_last":true,"title":["Adversarial Training for Commonsense Inference"],"weko_creator_id":"12","weko_shared_id":-1},"updated":"2024-05-31T04:59:33.553972+00:00"}