| Gemini 2.5: Pushing the frontier with advanced reasoning, multimodality, long context, and next generation agentic capabilities G Comanici, E Bieber, M Schaekermann, I Pasupat, N Sachdeva, I Dhillon, ... arXiv preprint arXiv:2507.06261, 2025 | 5392 | 2025 |
| Large language models are effective text rankers with pairwise ranking prompting Z Qin, R Jagerman, K Hui, H Zhuang, J Wu, L Yan, J Shen, T Liu, J Liu, ... Findings of the Association for Computational Linguistics: NAACL 2024, 1504-1518, 2024 | 619 | 2024 |
| Large language model as attributed training data generator: A tale of diversity and bias Y Yu, Y Zhuang, J Zhang, Y Meng, AJ Ratner, R Krishna, J Shen, C Zhang Advances in neural information processing systems 36, 55734-55784, 2023 | 494 | 2023 |
| Towards understanding chain-of-thought prompting: An empirical study of what matters B Wang, S Min, X Deng, J Shen, Y Wu, L Zettlemoyer, H Sun Proceedings of the 61st Annual Meeting of the Association for Computational …, 2023 | 290 | 2023 |
| Weakly-supervised neural text classification Y Meng, J Shen, C Zhang, J Han proceedings of the 27th ACM International Conference on information and …, 2018 | 283 | 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 | 210* | 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 | 197 | 2019 |
| 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 | 146 | 2022 |
| 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 | 143 | 2020 |
| Setexpan: Corpus-based set expansion via context feature selection and rank ensemble J Shen, Z Wu, D Lei, J Shang, X Ren, J Han Joint European Conference on Machine Learning and Knowledge Discovery in …, 2017 | 126 | 2017 |
| Lipo: Listwise preference optimization through learning-to-rank T Liu, Z Qin, J Wu, J Shen, M Khalman, R Joshi, Y Zhao, M Saleh, ... Proceedings of the 2025 Conference of the Nations of the Americas Chapter of …, 2025 | 118 | 2025 |
| 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 | 112 | 2018 |
| TaxoClass: Hierarchical multi-label text classification using only class names J Shen, W Qiu, Y Meng, J Shang, X Ren, J Han Proceedings of the 2021 Conference of the North American Chapter of the …, 2021 | 108 | 2021 |
| 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 Proceedings of the ACM on Web Conference 2025, 2032-2042, 2025 | 100 | 2025 |
| Rrm: Robust reward model training mitigates reward hacking T Liu, W Xiong, J Ren, L Chen, J Wu, R Joshi, Y Gao, J Shen, Z Qin, T Yu, ... International Conference on Learning Representations 2025, 62682-62700, 2025 | 95 | 2025 |
| 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 | 79 | 2020 |
| Building math agents with multi-turn iterative preference learning W Xiong, C Shi, J Shen, A Rosenberg, Z Qin, D Calandriello, M Khalman, ... International Conference on Learning Representations 2025, 25901-25932, 2025 | 75 | 2025 |
| Near-imperceptible neural linguistic steganography via self-adjusting arithmetic coding J Shen, H Ji, J Han Proceedings of the 2020 Conference on Empirical Methods in Natural Language …, 2020 | 74 | 2020 |
| End-to-end reinforcement learning for automatic taxonomy induction Y Mao, X Ren, J Shen, X Gu, J Han Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018 | 73 | 2018 |
| Empower entity set expansion via language model probing Y Zhang, J Shen, J Shang, J Han Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020 | 70 | 2020 |
Jiawei HanAbel Bliss Professor of Computer Science, University of IllinoisVerified email at cs.uiuc.edu
