Large Language Models are not Fair Evaluators P Wang, L Li, L Chen, D Zhu, B Lin, Y Cao, Q Liu, T Liu, Z Sui
ACL2024, 2023
380 2023 DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models Z Shao, P Wang, Q Zhu, R Xu, J Song, M Zhang, YK Li, Y Wu, D Guo
arXiv preprint arXiv:2402.03300, 2024
233 * 2024 Deepseek llm: Scaling open-source language models with longtermism X Bi, D Chen, G Chen, S Chen, D Dai, C Deng, H Ding, K Dong, Q Du, ...
arXiv preprint arXiv:2401.02954, 2024
206 2024 Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations P Wang, L Li, Z Shao, RX Xu, D Dai, Y Li, D Chen, Y Wu, Z Sui
ACL2024, 2023
160 * 2023 M L Li, Y Yin, S Li, L Chen, P Wang, S Ren, M Li, Y Yang, J Xu, X Sun, ...
arXiv preprint arXiv:2306.04387, 2023
149 * 2023 DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence Q Zhu, D Guo, Z Shao, D Yang, P Wang, R Xu, Y Wu, Y Li, H Gao, S Ma, ...
arXiv preprint arXiv:2406.11931, 2024
139 * 2024 Incorporating Hierarchy into Text Encoder: a Contrastive Learning Approach for Hierarchical Text Classification Z Wang, P Wang, L Huang, X Sun, H Wang
ACL2022, 2022
127 2022 Deepseek-v2: A strong, economical, and efficient mixture-of-experts language model A Liu, B Feng, B Wang, B Wang, B Liu, C Zhao, C Dengr, C Ruan, D Dai, ...
arXiv preprint arXiv:2405.04434, 2024
117 2024 Speculative decoding: Exploiting speculative execution for accelerating seq2seq generation H Xia, T Ge, P Wang, SQ Chen, F Wei, Z Sui
Findings of the Association for Computational Linguistics: EMNLP 2023, 3909-3925, 2023
72 * 2023 Unlocking efficiency in large language model inference: A comprehensive survey of speculative decoding H Xia, Z Yang, Q Dong, P Wang, Y Li, T Ge, T Liu, W Li, Z Sui
Findings of ACL2024, 2024
70 2024 Silkie: Preference distillation for large visual language models L Li, Z Xie, M Li, S Chen, P Wang, L Chen, Y Yang, B Wang, L Kong
arXiv preprint arXiv:2312.10665, 2023
65 2023 Deepseek-r1: Incentivizing reasoning capability in llms via reinforcement learning D Guo, D Yang, H Zhang, J Song, R Zhang, R Xu, Q Zhu, S Ma, P Wang, ...
arXiv preprint arXiv:2501.12948, 2025
64 2025 Deepseek-v3 technical report A Liu, B Feng, B Xue, B Wang, B Wu, C Lu, C Zhao, C Deng, C Zhang, ...
arXiv preprint arXiv:2412.19437, 2024
63 2024 A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction R Xu, P Wang, T Liu, S Zeng, B Chang, Z Sui
NAACL2022, 2022
61 2022 HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification Z Wang, P Wang, T Liu, Y Cao, Z Sui, H Wang
EMNLP2022, 2022
59 2022 An enhanced span-based decomposition method for few-shot sequence labeling P Wang, R Xu, T Liu, Q Zhou, Y Cao, B Chang, Z Sui
NAACL2022, 2021
55 2021 Multimodal ArXiv: A Dataset for Improving Scientific Comprehension of Large Vision-Language Models L Li, Y Wang, R Xu, P Wang, X Feng, L Kong, Q Liu
ACL2024, 2024
52 2024 Making large language models better reasoners with alignment P Wang, L Li, L Chen, F Song, B Lin, Y Cao, T Liu, Z Sui
arXiv preprint arXiv:2309.02144, 2023
52 2023 PCA-Bench: Evaluating Multimodal Large Language Models in Perception-Cognition-Action Chain L Chen, Y Zhang, S Ren, H Zhao, Z Cai, Y Wang, P Wang, X Meng, T Liu, ...
Findings of ACL2024, 2024
46 * 2024 First target and opinion then polarity: Enhancing target-opinion correlation for aspect sentiment triplet extraction L Huang, P Wang, S Li, T Liu, X Zhang, Z Cheng, D Yin, H Wang
arXiv preprint arXiv:2102.08549, 2021
36 2021 
Tianyu LiuAlibabaEmail verificata su pku.edu.cn