{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,8]],"date-time":"2026-01-08T00:58:21Z","timestamp":1767833901927,"version":"3.49.0"},"reference-count":33,"publisher":"Elsevier BV","issue":"2","license":[{"start":{"date-parts":[[2024,6,1]],"date-time":"2024-06-01T00:00:00Z","timestamp":1717200000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2024,6,1]],"date-time":"2024-06-01T00:00:00Z","timestamp":1717200000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2023,11,23]],"date-time":"2023-11-23T00:00:00Z","timestamp":1700697600000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["High-Confidence Computing"],"published-print":{"date-parts":[[2024,6]]},"DOI":"10.1016\/j.hcc.2023.100190","type":"journal-article","created":{"date-parts":[[2023,11,24]],"date-time":"2023-11-24T10:08:11Z","timestamp":1700820491000},"page":"100190","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":7,"title":["Graph reasoning over explicit semantic relation"],"prefix":"10.1016","volume":"4","author":[{"given":"Tianyou","family":"Zhu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shi","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bo","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Junjian","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pufan","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fei","family":"Zheng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"78","reference":[{"key":"10.1016\/j.hcc.2023.100190_b1","series-title":"CREATOR: Disentangling abstract and concrete reasonings of large language models through tool creation","author":"Qian","year":"2023"},{"key":"10.1016\/j.hcc.2023.100190_b2","article-title":"Is multi-hop reasoning really explainable? Towards benchmarking reasoning interpretability","author":"Lv","year":"2021","journal-title":"CoRR"},{"key":"10.1016\/j.hcc.2023.100190_b3","series-title":"Logical expressiveness of graph neural network for knowledge graph reasoning","author":"Qiu","year":"2023"},{"key":"10.1016\/j.hcc.2023.100190_b4","article-title":"Chain of thought prompting elicits reasoning in large language models","author":"Wei","year":"2022","journal-title":"CoRR"},{"key":"10.1016\/j.hcc.2023.100190_b5","series-title":"End-to-End Training of Neural Retrievers for Open-Domain Question Answering","first-page":"6648","author":"Sachan","year":"2021"},{"key":"10.1016\/j.hcc.2023.100190_b6","series-title":"Question Answering Over Temporal Knowledge Graphs","first-page":"6663","author":"Saxena","year":"2021"},{"key":"10.1016\/j.hcc.2023.100190_b7","series-title":"Can Generative Pre-trained Language Models Serve As Knowledge Bases for Closed-book QA?","first-page":"3241","author":"Wang","year":"2021"},{"key":"10.1016\/j.hcc.2023.100190_b8","series-title":"Open Domain Question Answering with A Unified Knowledge Interface","first-page":"1605","author":"Ma","year":"2022"},{"key":"10.1016\/j.hcc.2023.100190_b9","series-title":"A Semantic-based Method for Unsupervised Commonsense Question Answering","first-page":"3037","author":"Niu","year":"2021"},{"key":"10.1016\/j.hcc.2023.100190_b10","series-title":"UnitedQA: A Hybrid Approach for Open Domain Question Answering","first-page":"3080","author":"Cheng","year":"2021"},{"key":"10.1016\/j.hcc.2023.100190_b11","series-title":"xMoCo: Cross Momentum Contrastive Learning for Open-Domain Question Answering","first-page":"6120","author":"Yang","year":"2021"},{"key":"10.1016\/j.hcc.2023.100190_b12","series-title":"Generation-Augmented Retrieval for Open-Domain Question Answering","first-page":"4089","author":"Mao","year":"2021"},{"key":"10.1016\/j.hcc.2023.100190_b13","unstructured":"Y. Cao, M. Fang, D. Tao, BAG: Bi-directional Attention Entity Graph Convolutional Network for Multi-hop Reasoning Question Answering, in: NAACL-HLT, 2019, pp. 357\u2013362."},{"key":"10.1016\/j.hcc.2023.100190_b14","article-title":"Hierarchical graph network for multi-hop question answering","author":"Fang","year":"2019","journal-title":"CoRR"},{"key":"10.1016\/j.hcc.2023.100190_b15","doi-asserted-by":"crossref","unstructured":"N.D. Cao, W. Aziz, I. Titov, Question Answering by Reasoning Across Documents with Graph Convolutional Networks, in: NAACL, 2019, pp. 2306\u20132317.","DOI":"10.18653\/v1\/N19-1240"},{"key":"10.1016\/j.hcc.2023.100190_b16","series-title":"Dynamically fused graph network for multi-hop reasoning","author":"Xiao","year":"2019"},{"key":"10.1016\/j.hcc.2023.100190_b17","doi-asserted-by":"crossref","unstructured":"B.Y. Lin, X. Chen, J. Chen, X. Ren, KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning., in: Proc. of EMNLP-IJCNLP, 2019.","DOI":"10.18653\/v1\/D19-1282"},{"key":"10.1016\/j.hcc.2023.100190_b18","article-title":"Graph-based reasoning over heterogeneous external knowledge for commonsense question answering","author":"Lv","year":"2019","journal-title":"CoRR"},{"key":"10.1016\/j.hcc.2023.100190_b19","series-title":"Hypergraph Transformer: Weakly-Supervised Multi-hop Reasoning for Knowledge-based Visual Question Answering","first-page":"373","author":"Heo","year":"2022"},{"key":"10.1016\/j.hcc.2023.100190_b20","unstructured":"A. Asai, K. Hashimoto, H. Hajishirzi, R. Socher, C. Xiong, Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering, in: ICLR, 2020."},{"key":"10.1016\/j.hcc.2023.100190_b21","doi-asserted-by":"crossref","unstructured":"P. Qi, X. Lin, L. Mehr, Z. Wang, C.D. Manning, Answering Complex Open-domain Questions Through Iterative Query Generation, in: EMNLP-IJCNLP, 2019, pp. 2590\u20132602.","DOI":"10.18653\/v1\/D19-1261"},{"key":"10.1016\/j.hcc.2023.100190_b22","doi-asserted-by":"crossref","unstructured":"K. Lee, M. Chang, K. Toutanova, Latent Retrieval for Weakly Supervised Open Domain Question Answering, in: ACL, 2019, pp. 6086\u20136096.","DOI":"10.18653\/v1\/P19-1612"},{"key":"10.1016\/j.hcc.2023.100190_b23","unstructured":"A.W. Yu, D. Dohan, M. Luong, R. Zhao, K. Chen, M. Norouzi, Q.V. Le, QANet: Combining Local Convolution with Global Self-Attention for Reading Comprehension, in: ICLR, 2018."},{"key":"10.1016\/j.hcc.2023.100190_b24","doi-asserted-by":"crossref","unstructured":"M. Ding, C. Zhou, Q. Chen, H. Yang, J. Tang, Cognitive Graph for Multi-Hop Reading Comprehension at Scale, in: ACL 2019, 2019, pp. 2694\u20132703.","DOI":"10.18653\/v1\/P19-1259"},{"key":"10.1016\/j.hcc.2023.100190_b25","doi-asserted-by":"crossref","unstructured":"B. Dhingra, Q. Jin, Z. Yang, W. Cohen, R. Salakhutdinov, Neural Models for Reasoning over Multiple Mentions Using Coreference, in: NAACL, 2018, pp. 42\u201348.","DOI":"10.18653\/v1\/N18-2007"},{"key":"10.1016\/j.hcc.2023.100190_b26","doi-asserted-by":"crossref","unstructured":"D. Chen, A. Fisch, J. Weston, A. Bordes, Reading Wikipedia to Answer Open-Domain Questions, in: ACL, 2017, pp. 1870\u20131879.","DOI":"10.18653\/v1\/P17-1171"},{"key":"10.1016\/j.hcc.2023.100190_b27","unstructured":"R. Das, S. Dhuliawala, M. Zaheer, A. McCallum, Multi-step Retriever-Reader Interaction for Scalable Open-domain Question Answering, in: ICLR, 2019."},{"key":"10.1016\/j.hcc.2023.100190_b28","unstructured":"M.J. Seo, A. Kembhavi, A. Farhadi, H. Hajishirzi, Bidirectional Attention Flow for Machine Comprehension, in: ICLR, 2017."},{"key":"10.1016\/j.hcc.2023.100190_b29","series-title":"Multi-hop Graph Convolutional Network with High-order Chebyshev Approximation for Text Reasoning","first-page":"6563","author":"Jiang","year":"2021"},{"key":"10.1016\/j.hcc.2023.100190_b30","series-title":"Advances in Neural Information Processing Systems 28","first-page":"2692","article-title":"Pointer networks","author":"Vinyals","year":"2015"},{"key":"10.1016\/j.hcc.2023.100190_b31","unstructured":"P. Veli\u010dkovi\u0107, G. Cucurull, A. Casanova, A. Romero, P. Li\u00f2, Y. Bengio, Graph Attention Networks, in: ICLR, 2018, pp. 1\u201312."},{"key":"10.1016\/j.hcc.2023.100190_b32","doi-asserted-by":"crossref","unstructured":"Z. Yang, P. Qi, S. Zhang, Y. Bengio, W.W. Cohen, R. Salakhutdinov, C.D. Manning, HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering, in: EMNLP, 2018, pp. 2369\u20132380.","DOI":"10.18653\/v1\/D18-1259"},{"key":"10.1016\/j.hcc.2023.100190_b33","doi-asserted-by":"crossref","unstructured":"N.F. Rajani, B. McCann, C. Xiong, R. Socher, Explain Yourself! Leveraging Language models for Commonsense Reasoning, in: ACL, 2019.","DOI":"10.18653\/v1\/P19-1487"}],"container-title":["High-Confidence Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S2667295223000880?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S2667295223000880?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2024,6,17]],"date-time":"2024-06-17T03:01:46Z","timestamp":1718593306000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S2667295223000880"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,6]]},"references-count":33,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2024,6]]}},"alternative-id":["S2667295223000880"],"URL":"https:\/\/doi.org\/10.1016\/j.hcc.2023.100190","relation":{},"ISSN":["2667-2952"],"issn-type":[{"value":"2667-2952","type":"print"}],"subject":[],"published":{"date-parts":[[2024,6]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Graph reasoning over explicit semantic relation","name":"articletitle","label":"Article Title"},{"value":"High-Confidence Computing","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.hcc.2023.100190","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2024 The Author(s). Published by Elsevier B.V. on behalf of Shandong University.","name":"copyright","label":"Copyright"}],"article-number":"100190"}}