{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,17]],"date-time":"2026-07-17T00:33:42Z","timestamp":1784248422396,"version":"3.55.0"},"publisher-location":"New York, NY, USA","reference-count":30,"publisher":"ACM","license":[{"start":{"date-parts":[[2022,10,17]],"date-time":"2022-10-17T00:00:00Z","timestamp":1665964800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"Shanghai Science and Technology Innovation Action Plan China","award":["21511100401"],"award-info":[{"award-number":["21511100401"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2022,10,17]]},"DOI":"10.1145\/3511808.3557564","type":"proceedings-article","created":{"date-parts":[[2022,10,16]],"date-time":"2022-10-16T01:22:22Z","timestamp":1665883342000},"page":"4104-4108","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":10,"title":["Commonsense Knowledge Base Completion with Relational Graph Attention Network and Pre-trained Language Model"],"prefix":"10.1145","author":[{"given":"Jinhao","family":"Ju","sequence":"first","affiliation":[{"name":"Fudan University, Shanghai, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Deqing","family":"Yang","sequence":"additional","affiliation":[{"name":"Fudan University, Shanghai, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jingping","family":"Liu","sequence":"additional","affiliation":[{"name":"East China University of Science and Technology, Shanghai, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2022,10,17]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Proc. of EMNLP.","author":"Angeli Gabor","unstructured":"Gabor Angeli and D. Christopher Manning . 2014. NaturalLI: Natural logic inference for commonsense reasoning . In Proc. of EMNLP. Gabor Angeli and D. Christopher Manning. 2014. NaturalLI: Natural logic inference for commonsense reasoning. In Proc. of EMNLP."},{"key":"e_1_3_2_1_2_1","volume-title":"Proc. of IJCNN.","author":"Wang","unstructured":"Wang B, Wang G, Huang J, You J, Leskovec J, and Kuo CC . 2021. Inductive learning on commonsense knowledge graph completion . In Proc. of IJCNN. Wang B, Wang G, Huang J, You J, Leskovec J, and Kuo CC. 2021. Inductive learning on commonsense knowledge graph completion. In Proc. of IJCNN."},{"key":"e_1_3_2_1_3_1","volume-title":"Proc. of NIPS.","author":"Bordes Antoine","year":"2013","unstructured":"Antoine Bordes , Nicolas Usunier , Alberto GarciaDuran , Jason Weston , and Oksana Yakhnenko . 2013 . Translating embeddings for modeling multirelational data . In Proc. of NIPS. Antoine Bordes, Nicolas Usunier, Alberto GarciaDuran, Jason Weston, and Oksana Yakhnenko. 2013. Translating embeddings for modeling multirelational data. In Proc. of NIPS."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P19-1470"},{"key":"e_1_3_2_1_5_1","volume-title":"Relational graph attention networks. arXiv preprint arXiv:1904.05811","author":"Busbridge Dan","year":"2019","unstructured":"Dan Busbridge , Dane Sherburn , Pietro Cavallo , and Nils Y Hammerla . 2019. Relational graph attention networks. arXiv preprint arXiv:1904.05811 ( 2019 ). Dan Busbridge, Dane Sherburn, Pietro Cavallo, and Nils Y Hammerla. 2019. Relational graph attention networks. arXiv preprint arXiv:1904.05811 (2019)."},{"key":"e_1_3_2_1_6_1","volume-title":"r-GAT: Relational Graph Attention Network for Multi-Relational Graphs. CoRR","author":"Chen Meiqi","year":"2021","unstructured":"Meiqi Chen , Yuan Zhang , Xiaoyu Kou , Yuntao Li , and Yan Zhang . 2021. r-GAT: Relational Graph Attention Network for Multi-Relational Graphs. CoRR , Vol. abs\/ 2109 .05922 ( 2021 ). Meiqi Chen, Yuan Zhang, Xiaoyu Kou, Yuntao Li, and Yan Zhang. 2021. r-GAT: Relational Graph Attention Network for Multi-Relational Graphs. CoRR, Vol. abs\/2109.05922 (2021)."},{"key":"e_1_3_2_1_7_1","volume-title":"Rush","author":"Davison Joe","year":"2019","unstructured":"Joe Davison , Joshua Feldman , and Alexander M . Rush . 2019 . Commonsense knowledge mining from pretrained models. In Proc. of EMNLP-IJCNLP. Joe Davison, Joshua Feldman, and Alexander M. Rush. 2019. Commonsense knowledge mining from pretrained models. In Proc. of EMNLP-IJCNLP."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11573"},{"key":"e_1_3_2_1_9_1","volume-title":"Bert: Pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805","author":"Devlin Jacob","year":"2018","unstructured":"Jacob Devlin , Ming-Wei Chang , Kenton Lee , and Kristina Toutanova . 2018 . Bert: Pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805 (2018). Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2018. Bert: Pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805 (2018)."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/2509558.2509563"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.emnlp-main.597"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/W18-1002"},{"key":"e_1_3_2_1_13_1","volume-title":"Kipf and Max Welling","author":"Thomas","year":"2017","unstructured":"Thomas N. Kipf and Max Welling . 2017 . Semisupervised classification with graph convolutional networks. In Proc. of ICLR. Thomas N. Kipf and Max Welling. 2017. Semisupervised classification with graph convolutional networks. In Proc. of ICLR."},{"key":"e_1_3_2_1_14_1","volume-title":"Building large knowledge-based systems: representation and inference in the Cyc project","author":"Lenat Douglas B","unstructured":"Douglas B Lenat and Ramanathan V Guha . 1989. Building large knowledge-based systems: representation and inference in the Cyc project . In AddisonWesley Longman Publishing Co., Inc. Douglas B Lenat and Ramanathan V Guha. 1989. Building large knowledge-based systems: representation and inference in the Cyc project. In AddisonWesley Longman Publishing Co., Inc."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P16-1137"},{"key":"e_1_3_2_1_16_1","volume-title":"Proc. of CHI.","author":"Luis von Ahn Mihir Kedia","year":"2006","unstructured":"Mihir Kedia Luis von Ahn and Manuel Blum . 2006 . Verbosity: a game for collecting common-sense facts . In Proc. of CHI. Mihir Kedia Luis von Ahn and Manuel Blum. 2006. Verbosity: a game for collecting common-sense facts. In Proc. of CHI."},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i03.5684"},{"key":"e_1_3_2_1_18_1","volume-title":"Learning attention-based embeddings for relation prediction in knowledge graphs. arXiv preprint arXiv:1906.01195","author":"Nathani Deepak","year":"2019","unstructured":"Deepak Nathani , Jatin Chauhan , Charu Sharma , and Manohar Kaul . 2019. Learning attention-based embeddings for relation prediction in knowledge graphs. arXiv preprint arXiv:1906.01195 ( 2019 ). Deepak Nathani, Jatin Chauhan, Charu Sharma, and Manohar Kaul. 2019. Learning attention-based embeddings for relation prediction in knowledge graphs. arXiv preprint arXiv:1906.01195 (2019)."},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N18-2053"},{"key":"e_1_3_2_1_20_1","volume-title":"Miller","author":"Petroni Fabio","year":"2019","unstructured":"Fabio Petroni , Tim Rocktaschel , Sebastian Riedel , Patrick Lewis , Anton Bakhtin , Yuxiang Wu , and Alexander H . Miller . 2019 . Language models as knowledge bases?. In Proc. of EMNLP-IJCNLP. Fabio Petroni, Tim Rocktaschel, Sebastian Riedel, Patrick Lewis, Anton Bakhtin, Yuxiang Wu, and Alexander H. Miller. 2019. Language models as knowledge bases?. In Proc. of EMNLP-IJCNLP."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"crossref","unstructured":"Speer R. and Havasi C. 2013. Conceptnet 5: A large semantic network for relational knowledge. In The People's Web Meets NLP.  Speer R. and Havasi C. 2013. Conceptnet 5: A large semantic network for relational knowledge. In The People's Web Meets NLP.","DOI":"10.1007\/978-3-642-35085-6_6"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/K18-1014"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33013027"},{"key":"e_1_3_2_1_24_1","volume-title":"European semantic web conference","author":"Schlichtkrull Michael","unstructured":"Michael Schlichtkrull , Thomas N Kipf , Peter Bloem , Rianne van den Berg , Ivan Titov , and Max Welling . 2018. Modeling relational data with graph convolutional networks . In European semantic web conference . Springer , 593--607. Michael Schlichtkrull, Thomas N Kipf, Peter Bloem, Rianne van den Berg, Ivan Titov, and Max Welling. 2018. Modeling relational data with graph convolutional networks. In European semantic web conference. Springer, 593--607."},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33013060"},{"key":"e_1_3_2_1_26_1","volume-title":"Proc. of ICML.","author":"Trouillon Theo","year":"2016","unstructured":"Theo Trouillon , Johannes Welbl , Sebastian Riedel , Eric Gaussier , and Guillaume Bouchard . 2016 . Complex embeddings for simple link prediction . In Proc. of ICML. Theo Trouillon, Johannes Welbl, Sebastian Riedel, Eric Gaussier, and Guillaume Bouchard. 2016. Complex embeddings for simple link prediction. In Proc. of ICML."},{"key":"e_1_3_2_1_27_1","volume-title":"Proc. of ICLR.","author":"Velickovic Petar","year":"2018","unstructured":"Petar Velickovic , Guillem Cucurull , Arantxa Casanova , Adriana Romero , Pietro Lio , and Yoshua Bengio . 2018 . Graph Attention Networks . In Proc. of ICLR. Petar Velickovic, Guillem Cucurull, Arantxa Casanova, Adriana Romero, Pietro Lio, and Yoshua Bengio. 2018. Graph Attention Networks. In Proc. of ICLR."},{"key":"e_1_3_2_1_28_1","volume-title":"Understanding natural language. Cognitive psychology","author":"Winograd Terry","year":"1972","unstructured":"Terry Winograd . 1972. Understanding natural language. Cognitive psychology , Vol. 3 , 1 ( 1972 ), 1--191. Terry Winograd. 1972. Understanding natural language. Cognitive psychology, Vol. 3, 1 (1972), 1--191."},{"key":"e_1_3_2_1_29_1","unstructured":"B. Yang W.-t. Yih X. He J. Gao and L Deng. 2015. Embedding entities and relations for learning and inference in knowledge bases. In Prc. of ICLR.  B. Yang W.-t. Yih X. He J. Gao and L Deng. 2015. Embedding entities and relations for learning and inference in knowledge bases. In Prc. of ICLR."},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i05.6508"}],"event":{"name":"CIKM '22: The 31st ACM International Conference on Information and Knowledge Management","location":"Atlanta GA USA","acronym":"CIKM '22","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGIR ACM Special Interest Group on Information Retrieval"]},"container-title":["Proceedings of the 31st ACM International Conference on Information &amp; Knowledge Management"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3511808.3557564","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3511808.3557564","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T17:51:09Z","timestamp":1750182669000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3511808.3557564"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,10,17]]},"references-count":30,"alternative-id":["10.1145\/3511808.3557564","10.1145\/3511808"],"URL":"https:\/\/doi.org\/10.1145\/3511808.3557564","relation":{},"subject":[],"published":{"date-parts":[[2022,10,17]]},"assertion":[{"value":"2022-10-17","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}