| Weakly-supervised neural text classification Y Meng, J Shen, C Zhang, J Han proceedings of the 27th ACM International Conference on information and …, 2018 | 172 | 2018 |
| Taxogen: Unsupervised topic taxonomy construction by adaptive term embedding and clustering C Zhang, F Tao, X Chen, J Shen, M Jiang, B Sadler, M Vanni, J Han Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018 | 111* | 2018 |
| Weakly-supervised hierarchical text classification Y Meng, J Shen, C Zhang, J Han Proceedings of the AAAI conference on artificial intelligence 33 (01), 6826-6833, 2019 | 110 | 2019 |
| Setexpan: Corpus-based set expansion via context feature selection and rank ensemble J Shen, Z Wu, D Lei, J Shang, X Ren, J Han Machine Learning and Knowledge Discovery in Databases: European Conference …, 2017 | 91 | 2017 |
| Hiexpan: Task-guided taxonomy construction by hierarchical tree expansion J Shen, Z Wu, D Lei, C Zhang, X Ren, MT Vanni, BM Sadler, J Han Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018 | 65 | 2018 |
| TaxoExpan: Self-supervised taxonomy expansion with position-enhanced graph neural network J Shen, Z Shen, C Xiong, C Wang, K Wang, J Han Proceedings of The Web Conference 2020, 486-497, 2020 | 54 | 2020 |
| End-to-end reinforcement learning for automatic taxonomy induction Y Mao, X Ren, J Shen, X Gu, J Han arXiv preprint arXiv:1805.04044, 2018 | 48 | 2018 |
| AceMap: A novel approach towards displaying relationship among academic literatures Z Tan, C Liu, Y Mao, Y Guo, J Shen, X Wang Proceedings of the 25th international conference companion on world wide web …, 2016 | 38 | 2016 |
| TaxoClass: Hierarchical multi-label text classification using only class names J Shen, W Qiu, Y Meng, J Shang, X Ren, J Han NAAC'21: Proceedings of the 2021 Conference of the North American Chapter of …, 2021 | 36 | 2021 |
| Empower entity set expansion via language model probing Y Zhang, J Shen, J Shang, J Han arXiv preprint arXiv:2004.13897, 2020 | 36 | 2020 |
| Steam: Self-supervised taxonomy expansion with mini-paths Y Yu, Y Li, J Shen, H Feng, J Sun, C Zhang Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020 | 33 | 2020 |
| Entity set search of scientific literature: An unsupervised ranking approach J Shen, J Xiao, X He, J Shang, S Sinha, J Han The 41st International ACM SIGIR Conference on Research & Development in …, 2018 | 27 | 2018 |
| Life-inet: A structured network-based knowledge exploration and analytics system for life sciences X Ren, J Shen, M Qu, X Wang, Z Wu, Q Zhu, M Jiang, F Tao, S Sinha, ... Proceedings of ACL 2017, System Demonstrations, 55-60, 2017 | 27 | 2017 |
| Mining entity synonyms with efficient neural set generation J Shen, R Lyu, X Ren, M Vanni, B Sadler, J Han Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 249-256, 2019 | 26 | 2019 |
| Phrase mining of textual data to analyze extracellular matrix protein patterns across cardiovascular disease DA Liem, S Murali, D Sigdel, Y Shi, X Wang, J Shen, H Choi, JH Caufield, ... American Journal of Physiology-Heart and Circulatory Physiology 315 (4 …, 2018 | 26 | 2018 |
| Guiding corpus-based set expansion by auxiliary sets generation and co-expansion J Huang, Y Xie, Y Meng, J Shen, Y Zhang, J Han Proceedings of The Web Conference 2020, 2188-2198, 2020 | 24 | 2020 |
| Modeling topic-level academic influence in scientific literatures J Shen, Z Song, S Li, Z Tan, Y Mao, L Fu, L Song, X Wang Workshops at the Thirtieth AAAI Conference on Artificial Intelligence, 2016 | 19 | 2016 |
| Eider: Empowering Document-level Relation Extraction with Efficient Evidence Extraction and Inference-stage Fusion Y Xie, J Shen, S Li, Y Mao, J Han Findings of the Association for Computational Linguistics: ACL 2022, 257-268, 2022 | 18* | 2022 |
| Corpus-based open-domain event type induction J Shen, Y Zhang, H Ji, J Han arXiv preprint arXiv:2109.03322, 2021 | 17 | 2021 |
| Taxonomy completion via triplet matching network J Zhang, X Song, Y Zeng, J Chen, J Shen, Y Mao, L Li Proceedings of the AAAI Conference on Artificial Intelligence 35 (5), 4662-4670, 2021 | 17 | 2021 |
Jiawei HanAbel Bliss Professor of Computer Science, University of IllinoisVerified email at cs.uiuc.edu
