| How does NLP benefit legal system: A summary of legal artificial intelligence H Zhong, C Xiao, C Tu, T Zhang, Z Liu, M Sun ACL 2020, 2020 | 530 | 2020 |
| Tool learning with foundation models Y Qin, S Hu, Y Lin, W Chen, N Ding, G Cui, Z Zeng, X Zhou, Y Huang, ... ACM Computing Surveys 57 (4), 1-40, 2024 | 477 | 2024 |
| Legal judgment prediction via topological learning H Zhong, Z Guo, C Tu, C Xiao, Z Liu, M Sun EMNLP 2018, 3540-3549, 2018 | 459 | 2018 |
| Cail2018: A large-scale legal dataset for judgment prediction C Xiao, H Zhong, Z Guo, C Tu, Z Liu, M Sun, Y Feng, X Han, Z Hu, ... arXiv preprint arXiv:1807.02478, 2018 | 442 | 2018 |
| Lawformer: A pre-trained language model for chinese legal long documents C Xiao, X Hu, Z Liu, C Tu, M Sun AI Open 2021, SMP Best Paper, 2021 | 343 | 2021 |
| Jec-qa: A legal-domain question answering dataset H Zhong, C Xiao, C Tu, T Zhang, Z Liu, M Sun AAAI 2020 34 (05), 9701-9708, 2020 | 228 | 2020 |
| More data, more relations, more context and more openness: A review and outlook for relation extraction X Han, T Gao, Y Lin, H Peng, Y Yang, C Xiao, Z Liu, P Li, M Sun, J Zhou AACL 2020, 2020 | 205 | 2020 |
| InfLLM: Training-free long-context extrapolation for LLMs with an efficient context memory C Xiao, P Zhang, X Han, G Xiao, Y Lin, Z Zhang, Z Liu, M Sun NeurIPS 2024, 2024 | 171* | 2024 |
| Cpm-2: Large-scale cost-effective pre-trained language models Z Zhang, Y Gu, X Han, S Chen, C Xiao, Z Sun, Y Yao, F Qi, J Guan, P Ke, ... arXiv preprint arXiv:2106.10715, 2021 | 108 | 2021 |
| Leven: a large-scale Chinese legal event detection dataset F Yao, C Xiao, X Wang, Z Liu, L Hou, C Tu, J Li, Y Liu, W Shen, M Sun ACL 2022 Findings, 2022 | 102 | 2022 |
| CAIL2019-SCM: a dataset of similar case matching in legal domain C Xiao, H Zhong, Z Guo, C Tu, Z Liu, M Sun, T Zhang, X Han, Z Hu, ... arXiv preprint arXiv:1911.08962, 2019 | 95 | 2019 |
| Knowledge transfer via pre-training for recommendation: A review and prospect Z Zeng, C Xiao, Y Yao, R Xie, Z Liu, F Lin, L Lin, M Sun Frontiers in big Data 4, 602071, 2021 | 55 | 2021 |
| ReLU Wins: Discovering Efficient Activation Functions for Sparse LLMs Z Zhang, Y Song, G Yu, X Han, Y Lin, C Xiao, C Song, Z Liu, Z Mi, M Sun arXiv preprint arXiv:2402.03804, 2024 | 53 | 2024 |
| Uprec: User-aware pre-training for recommender systems C Xiao, R Xie, Y Yao, Z Liu, M Sun, X Zhang, L Lin AI Open 2023, 2021 | 53* | 2021 |
| Denoising relation extraction from document-level distant supervision C Xiao, Y Yao, R Xie, X Han, Z Liu, M Sun, F Lin, L Lin EMNLP 2020, 2020 | 48 | 2020 |
| Emergent Modularity in Pre-trained Transformers Z Zhang, Z Zeng, Y Lin, C Xiao, X Wang, X Han, Z Liu, R Xie, M Sun, ... ACL 2023 Findings, 2023 | 46 | 2023 |
| Overview of cail2018: legal judgment prediction competition H Zhong, C Xiao, Z Guo, C Tu, Z Liu, M Sun, Y Feng, X Han, Z Hu, ... arXiv preprint arXiv:1810.05851, 2018 | 46 | 2018 |
| Ouroboros: Generating Longer Drafts Phrase by Phrase for Faster Speculative Decoding W Zhao, Y Huang, X Han, W Xu, C Xiao, X Zhang, Y Fang, K Zhang, Z Liu, ... EMNLP, 2024 | 40* | 2024 |
| From mooc to maic: Reshaping online teaching and learning through llm-driven agents J Yu, Z Zhang, D Zhang-li, S Tu, Z Hao, RM Li, H Li, Y Wang, H Li, L Gong, ... arXiv preprint arXiv:2409.03512, 2024 | 32 | 2024 |
| Densing law of llms C Xiao, J Cai, W Zhao, B Lin, G Zeng, J Zhou, Z Zheng, X Han, Z Liu, ... Nature Machine Intelligence, 1-11, 2025 | 30 | 2025 |
Zhiyuan LiuTsinghua University | ModelBest | OpenBMBVerified email at tsinghua.edu.cn
