| Text classification using label names only: A language model self-training approach Y Meng, Y Zhang, J Huang, C Xiong, H Ji, C Zhang, J Han EMNLP 2020, 2020 | 238 | 2020 |
| Scaling Deep Contrastive Learning Batch Size under Memory Limited Setup L Gao, Y Zhang, J Han, J Callan RepL4NLP@ACL2021, 2021 | 92 | 2021 |
| Hierarchical topic mining via joint spherical tree and text embedding Y Meng, Y Zhang, J Huang, Y Zhang, C Zhang, J Han Proceedings of the 26th ACM SIGKDD international conference on knowledge …, 2020 | 78 | 2020 |
| Topic discovery via latent space clustering of pretrained language model representations Y Meng, Y Zhang, J Huang, Y Zhang, J Han Proceedings of the ACM web conference 2022, 3143-3152, 2022 | 76 | 2022 |
| Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training Y Meng, Y Zhang, J Huang, X Wang, Y Zhang, H Ji, J Han EMNLP 2021, 2021 | 75 | 2021 |
| Empower Entity Set Expansion via Language Model Probing Y Zhang, J Shen, J Shang, J Han ACL 2020, 2020 | 60 | 2020 |
| Corel: Seed-guided topical taxonomy construction by concept learning and relation transferring J Huang, Y Xie, Y Meng, Y Zhang, J Han Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020 | 46 | 2020 |
| 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 | 38 | 2020 |
| Corpus-based Open-Domain Event Type Induction J Shen, Y Zhang, H Ji, J Han EMNLP 2021, 2021 | 32 | 2021 |
| Effective seed-guided topic discovery by integrating multiple types of contexts Y Zhang, Y Zhang, M Michalski, Y Jiang, Y Meng, J Han Proceedings of the Sixteenth ACM International Conference on Web Search and …, 2023 | 17 | 2023 |
| Teleclass: Taxonomy enrichment and llm-enhanced hierarchical text classification with minimal supervision Y Zhang, R Yang, X Xu, R Li, J Xiao, J Shen, J Han arXiv preprint arXiv:2403.00165, 2024 | 16 | 2024 |
| Unsupervised key event detection from massive text corpora Y Zhang, F Guo, J Shen, J Han Proceedings of the 28th ACM SIGKDD conference on knowledge discovery and …, 2022 | 16 | 2022 |
| PIEClass: Weakly-supervised text classification with prompting and noise-robust iterative ensemble training Y Zhang, M Jiang, Y Meng, Y Zhang, J Han EMNLP 2023, 2023 | 14* | 2023 |
| Weakly supervised multi-label classification of full-text scientific papers Y Zhang, B Jin, X Chen, Y Shen, Y Zhang, Y Meng, J Han Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 12 | 2023 |
| Unsupervised event chain mining from multiple documents Y Jiao, M Zhong, J Shen, Y Zhang, C Zhang, J Han Proceedings of the ACM Web Conference 2023, 1948-1959, 2023 | 8 | 2023 |
| Ontology enrichment for effective fine-grained entity typing S Ouyang, J Huang, P Pillai, Y Zhang, Y Zhang, J Han Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and …, 2024 | 5 | 2024 |
| Unsupervised story discovery from continuous news streams via scalable thematic embedding S Yoon, D Lee, Y Zhang, J Han Proceedings of the 46th International ACM SIGIR Conference on Research and …, 2023 | 5 | 2023 |
| A Unified Taxonomy-Guided Instruction Tuning Framework for Entity Set Expansion and Taxonomy Expansion Y Shen, Y Zhang, Y Zhang, J Han arXiv preprint arXiv:2402.13405, 2024 | 4 | 2024 |
| Entity set co-expansion in stackoverflow Y Zhang, Y Zhang, Y Jiang, M Michalski, Y Deng, L Popa, CX Zhai, J Han 2022 IEEE International Conference on Big Data (Big Data), 4792-4795, 2022 | 4 | 2022 |
| Seed-Guided Fine-Grained Entity Typing in Science and Engineering Domains Y Zhang, Y Zhang, Y Shen, Y Deng, L Popa, L Shwartz, CX Zhai, J Han AAAI 2024, 19606-19614, 2024 | 3 | 2024 |
Jiawei HanAbel Bliss Professor of Computer Science, University of IllinoisCorreu electrònic verificat a cs.uiuc.edu