{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,5]],"date-time":"2026-05-05T12:23:59Z","timestamp":1777983839393,"version":"3.51.4"},"publisher-location":"New York, NY, USA","reference-count":46,"publisher":"ACM","content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2026,2,22]]},"DOI":"10.1145\/3779211.3793169","type":"proceedings-article","created":{"date-parts":[[2026,5,5]],"date-time":"2026-05-05T11:33:48Z","timestamp":1777980828000},"page":"48-57","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["SciGraph-LLM: Automatic Knowledge Graph Construction from Scientific Papers"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0008-8986-402X","authenticated-orcid":false,"given":"Ivan P.","family":"Malashin","sequence":"first","affiliation":[{"name":"Bauman Moscow State Technical University, Moscow, Russian Federation"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3997-342X","authenticated-orcid":false,"given":"Igor S.","family":"Masich","sequence":"additional","affiliation":[{"name":"Bauman Moscow State Technical University, Moscow, Russian Federation"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3959-2969","authenticated-orcid":false,"given":"Vadim S.","family":"Tynchenko","sequence":"additional","affiliation":[{"name":"Bauman Moscow State Technical University, Moscow, Russian Federation"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9648-2395","authenticated-orcid":false,"given":"Aleksei S.","family":"Borodulin","sequence":"additional","affiliation":[{"name":"Bauman Moscow State Technical University, Moscow, Russian Federation"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-4246-9742","authenticated-orcid":false,"given":"Andrei P.","family":"Gantimurov","sequence":"additional","affiliation":[{"name":"Bauman Moscow State Technical University, Moscow, Russian Federation"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4263-2367","authenticated-orcid":false,"given":"Vladimir A.","family":"Nelyub","sequence":"additional","affiliation":[{"name":"Bauman Moscow State Technical University, Moscow, Russian Federation"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1563-4036","authenticated-orcid":false,"given":"Dmitry A.","family":"Martysyuk","sequence":"additional","affiliation":[{"name":"Bauman Moscow State Technical University, Moscow, Russian Federation"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2026,5,5]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Mohamed El Rashid, and Khaled Shaalan","author":"Basiouni Azza Mohamed","year":"2025","unstructured":"Azza Mohamed Basiouni, Mohamed El Rashid, and Khaled Shaalan. 2025. In-Context Learning in Large Language Models (LLMs): Mechanisms, Capabilities, and Implications for Advanced Knowledge Representation and Reasoning. IEEE Access (2025)."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.3390\/app15073727"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbi.2025.104871"},{"key":"e_1_3_2_1_4_1","first-page":"24375","article-title":"Transcoders find interpretable llm feature circuits","volume":"37","author":"Dunefsky Jacob","year":"2024","unstructured":"Jacob Dunefsky, Philippe Chlenski, and Neel Nanda. 2024. Transcoders find interpretable llm feature circuits. Advances in Neural Information Processing Systems 37 (2024), 24375\u201324410.","journal-title":"Advances in Neural Information Processing Systems"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-96262-2_15"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1093\/nsr\/nwaf271"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2025.104195"},{"key":"e_1_3_2_1_8_1","volume-title":"Proceedings of the 2024 conference of the North American chapter of the association for computational linguistics: human language technologies (volume 1: long papers). 1090\u20131111","author":"Guan Jian","year":"2024","unstructured":"Jian Guan, Jesse Dodge, David Wadden, Minlie Huang, and Hao Peng. 2024. Language models hallucinate, but may excel at fact verification. In Proceedings of the 2024 conference of the North American chapter of the association for computational linguistics: human language technologies (volume 1: long papers). 1090\u20131111."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1007\/s41060-024-00643-5"},{"key":"e_1_3_2_1_10_1","volume-title":"AMFT: Aligning LLM Reasoners by Meta-Learning the Optimal Imitation-Exploration Balance. arXiv preprint arXiv:2508.06944","author":"He Lixuan","year":"2025","unstructured":"Lixuan He, Jie Feng, and Yong Li. 2025. AMFT: Aligning LLM Reasoners by Meta-Learning the Optimal Imitation-Exploration Balance. arXiv preprint arXiv:2508.06944 (2025)."},{"key":"e_1_3_2_1_11_1","volume-title":"International Conference on Software Quality. Springer, 76\u201387","author":"Heinzl Bernhard","year":"2024","unstructured":"Bernhard Heinzl, Agastya Silvina, Franz Krause, Nicole Schwarz, Kabul Kurniawan, Elmar Kiesling, Mario Pichler, and Bernhard Moser. 2024. Towards integrating knowledge graphs into process-oriented human-AI collaboration in industry. In International Conference on Software Quality. Springer, 76\u201387."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-024-10824-0"},{"key":"e_1_3_2_1_13_1","first-page":"31154","article-title":"Estimating the hallucination rate of generative ai","volume":"37","author":"Jesson Andrew","year":"2024","unstructured":"Andrew Jesson, Nicolas Beltran-Velez, Quentin Chu, Sweta Karlekar, Jannik Kossen, Yarin Gal, John P Cunningham, and David Blei. 2024. Estimating the hallucination rate of generative ai. Advances in Neural Information Processing Systems 37 (2024), 31154\u201331201.","journal-title":"Advances in Neural Information Processing Systems"},{"key":"e_1_3_2_1_14_1","volume-title":"Scientists' understanding of propositional logic: An experimental investigation. Social studies of science 13, 1","author":"Kern Leslie H","year":"1983","unstructured":"Leslie H Kern, Herbert L Mirels, and Virgil G Hinshaw. 1983. Scientists' understanding of propositional logic: An experimental investigation. Social studies of science 13, 1 (1983), 131\u2013146."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"crossref","first-page":"1247712","DOI":"10.3389\/frai.2024.1247712","article-title":"Managing human-AI collaborations within industry 5.0 scenarios via knowledge graphs: key challenges and lessons learned","volume":"7","author":"Krause Franz","year":"2024","unstructured":"Franz Krause, Heiko Paulheim, Elmar Kiesling, Kabul Kurniawan, Maria Chiara Leva, Hector Diego Estrada-Lugo, Gernot St\u00fcbl, Nazim Kemal \u00dcre, Javier Dominguez-Ledo, Maqbool Khan, et al. 2024. Managing human-AI collaborations within industry 5.0 scenarios via knowledge graphs: key challenges and lessons learned. Frontiers in Artificial Intelligence 7 (2024), 1247712.","journal-title":"Frontiers in Artificial Intelligence"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.aei.2025.103611"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/APET63768.2024.10882850"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.aei.2025.103643"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.01480"},{"key":"e_1_3_2_1_20_1","volume-title":"Proceedings of the Seventh Fact Extraction and VERification Workshop (FEVER). 205\u2013218","author":"Mani Pranav","year":"2024","unstructured":"Pranav Mani, Davis Liang, and Zachary Chase Lipton. 2024. Fast Evidence Extraction for Grounded Language Model Outputs. In Proceedings of the Seventh Fact Extraction and VERification Workshop (FEVER). 205\u2013218."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.3390\/app15179428"},{"key":"e_1_3_2_1_22_1","volume-title":"Processing of Unstructured Data with GPT. In 2025 IEEE Ural-Siberian Conference on Biomedical Engineering, Radioelectronics and Information Technology (USBEREIT). IEEE, 61\u201364","author":"Moskalev Mikhail","year":"2025","unstructured":"Mikhail Moskalev, Timur T Gazizov, and Andrey S Korobko. 2025. Processing of Unstructured Data with GPT. In 2025 IEEE Ural-Siberian Conference on Biomedical Engineering, Radioelectronics and Information Technology (USBEREIT). IEEE, 61\u201364."},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","unstructured":"Alexandru Popa and Tiberiu Iulian Sirbu. 2025. From Fragmentation to Cohesion: An LLM-Based Iterative Approach to Ontology and Knowledge Graph Refinement. (2025) 651\u2013654. 10.1109\/CSCS66924.2025.00102","DOI":"10.1109\/CSCS66924.2025.00102"},{"key":"e_1_3_2_1_24_1","volume-title":"Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining. 232\u2013241","author":"Qiao Yiran","year":"2025","unstructured":"Yiran Qiao, Xiang Ao, Yang Liu, Jiarong Xu, Xiaoqian Sun, and Qing He. 2025. Login: A large language model consulted graph neural network training framework. In Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining. 232\u2013241."},{"key":"e_1_3_2_1_25_1","volume-title":"Text Chunking for Document Classification for Urban System Management using Large Language Models. arXiv preprint arXiv:2504.00274","author":"Rodriguez Joshua","year":"2025","unstructured":"Joshua Rodriguez, Om Sanan, Guillermo Vizarreta-Luna, and Steven A Conrad. 2025. Text Chunking for Document Classification for Urban System Management using Large Language Models. arXiv preprint arXiv:2504.00274 (2025)."},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"crossref","first-page":"238","DOI":"10.1016\/j.procs.2024.10.197","article-title":"Utilizing gpt to enhance text summarization: A strategy to minimize hallucinations","volume":"244","author":"Shakil Hassan","year":"2024","unstructured":"Hassan Shakil, Zeydy Ortiz, Grant C Forbes, and Jugal Kalita. 2024. Utilizing gpt to enhance text summarization: A strategy to minimize hallucinations. Procedia Computer Science 244 (2024), 238\u2013247.","journal-title":"Procedia Computer Science"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00170-025-16290-4"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.aei.2025.103523"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.aei.2025.103825"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2024.128726"},{"key":"e_1_3_2_1_31_1","volume-title":"ExpressivityArena: Can LLMs Express Information Implicitly? arXiv preprint arXiv:2411.08010","author":"Tint Joshua","year":"2024","unstructured":"Joshua Tint, Som Sagar, Aditya Taparia, Kelly Raines, Bimsara Pathiraja, Caleb Liu, and Ransalu Senanayake. 2024. ExpressivityArena: Can LLMs Express Information Implicitly? arXiv preprint arXiv:2411.08010 (2024)."},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2025.104145"},{"key":"e_1_3_2_1_33_1","unstructured":"Boxin Wang Weixin Chen Hengzhi Pei Chulin Xie Mintong Kang Chenhui Zhang Chejian Xu Zidi Xiong Ritik Dutta Rylan Schaeffer et al. 2023. DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models.. In NeurIPS."},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jobe.2025.112189"},{"key":"e_1_3_2_1_35_1","volume-title":"International Conference on Human-Computer Interaction. Springer, 135\u2013146","author":"Welz Laslo","year":"2024","unstructured":"Laslo Welz and Carsten Lanquillon. 2024. Enhancing large language models through external domain knowledge. In International Conference on Human-Computer Interaction. Springer, 135\u2013146."},{"key":"e_1_3_2_1_36_1","volume-title":"Proceedings of the 2024 IEEE\/ACM 46th International Conference on Software Engineering: Companion Proceedings. 314\u2013315","author":"Xue Zhiyi","year":"2024","unstructured":"Zhiyi Xue, Liangguo Li, Senyue Tian, Xiaohong Chen, Pingping Li, Liangyu Chen, Tingting Jiang, and Min Zhang. 2024. Domain knowledge is all you need: A field deployment of llm-powered test case generation in fintech domain. In Proceedings of the 2024 IEEE\/ACM 46th International Conference on Software Engineering: Companion Proceedings. 314\u2013315."},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2025.103587"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.3390\/math13071147"},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-48421-6_23"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-96-5084-2_9"},{"key":"e_1_3_2_1_41_1","first-page":"78261","article-title":"Interactive multi-fidelity learning for cost-effective adaptation of language model with sparse human supervision","volume":"36","author":"Zhang Jiaxin","year":"2023","unstructured":"Jiaxin Zhang, Zhuohang Li, Kamalika Das, and Sricharan Kumar. 2023. Interactive multi-fidelity learning for cost-effective adaptation of language model with sparse human supervision. Advances in Neural Information Processing Systems 36 (2023), 78261\u201378274.","journal-title":"Advances in Neural Information Processing Systems"},{"key":"e_1_3_2_1_42_1","volume-title":"Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 3443\u20133462","author":"Zhang Jiahuan","year":"2025","unstructured":"Jiahuan Zhang, Tianheng Wang, Ziyi Huang, Yulong Wu, Hanqing Wu, DongbaiChen DongbaiChen, Linfeng Song, Yue Zhang, Guozheng Rao, and Kaicheng Yu. 2025. Sr-llm: Rethinking the structured representation in large language model. In Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 3443\u20133462."},{"key":"e_1_3_2_1_43_1","volume-title":"Connecting the Dots: A Chain-of-Collaboration Prompting Framework for LLM Agents. arXiv preprint arXiv:2505.10936","author":"Zhao Jiaxing","year":"2025","unstructured":"Jiaxing Zhao, Hongbin Xie, Yuzhen Lei, Xuan Song, Zhuoran Shi, Lianxin Li, Shuangxue Liu, and Haoran Zhang. 2025. Connecting the Dots: A Chain-of-Collaboration Prompting Framework for LLM Agents. arXiv preprint arXiv:2505.10936 (2025)."},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1145\/3618295"},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1109\/BIBM58861.2023.10385748"},{"key":"e_1_3_2_1_46_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11280-024-01297-w"}],"event":{"name":"WSDM Companion '26: Nineteenth ACM International Conference on Web Search and Data Mining","location":"Boise Centre Boise ID USA","acronym":"WSDM Companion '26","sponsor":["SIGKDD ACM Special Interest Group on Knowledge Discovery in Data","SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGIR ACM Special Interest Group on Information Retrieval","SIGMOD ACM Special Interest Group on Management of Data"]},"container-title":["Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3779211.3793169","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,5,5]],"date-time":"2026-05-05T11:34:26Z","timestamp":1777980866000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3779211.3793169"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,2,22]]},"references-count":46,"alternative-id":["10.1145\/3779211.3793169","10.1145\/3779211"],"URL":"https:\/\/doi.org\/10.1145\/3779211.3793169","relation":{},"subject":[],"published":{"date-parts":[[2026,2,22]]},"assertion":[{"value":"2026-05-05","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}