{"created":"2025-01-19T00:50:17.681926+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00182709","sets":["1164:4179:9105:9213"]},"path":["9213"],"owner":"11","recid":"182709","title":["Modeling Relations between Objects for Referring Expression Comprehension"],"pubdate":{"attribute_name":"公開日","attribute_value":"2017-07-12"},"_buckets":{"deposit":"d55d1391-2e3e-4db5-9025-81cc897cf7eb"},"_deposit":{"id":"182709","pid":{"type":"depid","value":"182709","revision_id":0},"owners":[11],"status":"published","created_by":11},"item_title":"Modeling Relations between Objects for Referring Expression Comprehension","author_link":["398698","398700","398696","398694","398701","398697","398695","398699"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"Modeling Relations between Objects for Referring Expression Comprehension"},{"subitem_title":"Modeling Relations between Objects for Referring Expression Comprehension","subitem_title_language":"en"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"コミュニティQA・言語理解","subitem_subject_scheme":"Other"}]},"item_type_id":"4","publish_date":"2017-07-12","item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"eng"}]},"item_publisher":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"情報処理学会","subitem_publisher_language":"ja"}]},"publish_status":"0","weko_shared_id":-1,"item_file_price":{"attribute_name":"Billing file","attribute_type":"file","attribute_value_mlt":[{"url":{"url":"https://ipsj.ixsq.nii.ac.jp/record/182709/files/IPSJ-NL17232002.pdf","label":"IPSJ-NL17232002.pdf"},"date":[{"dateType":"Available","dateValue":"2019-07-12"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-NL17232002.pdf","filesize":[{"value":"2.6 MB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"660","billingrole":"5"},{"tax":["include_tax"],"price":"330","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"23"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"30ea6bc0-9c95-4d82-925e-ca63c702d670","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2017 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Ran, Wensheng"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Tian, Ran"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Naoaki, Okazaki"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Kentaro, Inui"}],"nameIdentifiers":[{}]}]},"item_4_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Ran, Wensheng","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Tian, Ran","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Naoaki, Okazaki","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Kentaro, Inui","creatorNameLang":"en"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN10115061","subitem_source_identifier_type":"NCID"}]},"item_4_textarea_12":{"attribute_name":"Notice","attribute_value_mlt":[{"subitem_textarea_value":"SIG Technical Reports are nonrefereed and hence may later appear in any journals, conferences, symposia, etc."}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_18gh","resourcetype":"technical report"}]},"item_4_source_id_11":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"2188-8779","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"Referring Expression Comprehension (REC) is the task of pointing out the correct object in an image as corresponding to a given natural language expression. In this work, we improve a previous model of REC by explicitly aligning relations between mentions in the language expression to pairs of objects placed in specific relative positions in the image. Evaluation on the RefGoogle dataset [4] shows that our model outperforms previous work ; we also find that, quite surprisingly, the image features extracted from a pre-trained convolution neural network as used by previous research are not as efficient to REC as automatically recognized category labels.","subitem_description_type":"Other"}]},"item_4_description_8":{"attribute_name":"論文抄録(英)","attribute_value_mlt":[{"subitem_description":"Referring Expression Comprehension (REC) is the task of pointing out the correct object in an image as corresponding to a given natural language expression. In this work, we improve a previous model of REC by explicitly aligning relations between mentions in the language expression to pairs of objects placed in specific relative positions in the image. Evaluation on the RefGoogle dataset [4] shows that our model outperforms previous work; we also find that, quite surprisingly, the image features extracted from a pre-trained convolution neural network as used by previous research are not as efficient to REC as automatically recognized category labels.","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"7","bibliographic_titles":[{"bibliographic_title":"研究報告自然言語処理（NL）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2017-07-12","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"2","bibliographicVolumeNumber":"2017-NL-232"}]},"relation_version_is_last":true,"weko_creator_id":"11"},"id":182709,"updated":"2025-01-20T03:58:33.166800+00:00","links":{}}