{"created":"2024-03-28T05:10:00.387200+00:00","id":2000249,"links":{},"metadata":{"_buckets":{"deposit":"704ef0d0-4eea-4009-bc11-bce820035715"},"_deposit":{"created_by":26,"id":"2000249","owners":[26],"pid":{"revision_id":0,"type":"depid","value":"2000249"},"status":"published"},"_oai":{"id":"oai:repository.ninjal.ac.jp:02000249","sets":["320:324"]},"author_link":[],"control_number":"2000249","item_10007_biblio_info_36":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2023","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_10007_description_13":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"We propose an AdversariaL training algorithm for commonsense InferenCE（ ALICE）.We 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 performance of RoBERTa, achieving competitive results on multiple reading comprehension datasets that require commonsense inference.","subitem_description_language":"en","subitem_description_type":"Abstract"}]},"item_10007_description_19":{"attribute_name":"フォーマット","attribute_value_mlt":[{"subitem_description":"application/pdf","subitem_description_language":"en","subitem_description_type":"Other"}]},"item_10007_description_29":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_description":"Ochanomizu University","subitem_description_language":"en","subitem_description_type":"Other"},{"subitem_description":"Microsoft Research","subitem_description_language":"en","subitem_description_type":"Other"},{"subitem_description":"Kyoto University","subitem_description_language":"en","subitem_description_type":"Other"},{"subitem_description":"National Institute for Japanese Language and Linguistics","subitem_description_language":"en","subitem_description_type":"Other"},{"subitem_description":"Ochanomizu University","subitem_description_language":"en","subitem_description_type":"Other"}]},"item_10007_publisher_31":{"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_10007_relation_17":{"attribute_name":"関連サイト","attribute_value_mlt":[{"subitem_relation_type":"isIdenticalTo","subitem_relation_type_id":{"subitem_relation_type_id_text":"https://meikai.repo.nii.ac.jp/records/2000082","subitem_relation_type_select":"URI"}}]},"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_970fb48d4fbd8a85","subitem_version_type":"VoR"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Pereira, Lis","creatorNameLang":"en"}]},{"creatorNames":[{"creatorName":"Liu, Xiaodong","creatorNameLang":"en"}]},{"creatorNames":[{"creatorName":"Cheng, Fei","creatorNameLang":"en"}]},{"creatorNames":[{"creatorName":"Asahara, Masayuki","creatorNameLang":"en"}]},{"creatorNames":[{"creatorName":"Kobayashi, Ichiro","creatorNameLang":"en"}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_access","date":[{"dateType":"Available","dateValue":"2024-03-28"}],"displaytype":"detail","filename":"lc_2023_129.pdf","filesize":[{"value":"239 KB"}],"format":"application/pdf","licensetype":"license_5","mimetype":"application/pdf","url":{"url":"https://repository.ninjal.ac.jp/record/2000249/files/lc_2023_129.pdf"},"version_id":"88fcbd77-f979-40d5-af64-abfd51da9677"}]},"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":"26","path":["324"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2024-03-28"},"publish_date":"2024-03-28","publish_status":"0","recid":"2000249","relation_version_is_last":true,"title":["Adversarial Training for Commonsense Inference"],"weko_creator_id":"26","weko_shared_id":-1},"updated":"2024-03-28T05:58:14.003409+00:00"}