Peng, Hao

Chain-of-Thought Hub: A Continuous Effort to Measure Large Language Models' Reasoning Performance

Fu, Y., Ou, L., Chen, M., Wan, Y., Peng, H., & Khot, T. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 109

KoLA: Carefully Benchmarking World Knowledge of Large Language Models

Yu, J., Wang, X., Tu, S., Cao, S., Zhang-Li, D., Lv, X., Peng, H., Yao, Z., Zhang, X., Li, H., et al. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 29

Hierarchical Bi-Directional Self-Attention Networks for Paper Review Rating Recommendation

Deng, Z., Peng, H., Xia, C., Li, J., He, L., & Yu, P. (2020) · Proceedings of the 28th International Conference on Computational Linguistics

Recommender Systems and TechniquesSentiment Analysis and Opinion Mining

Cited by 19

CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets

Yuan, L., Chen, Y., Wang, X., Fung, Y. R., Peng, H., & Ji, H. (2023) · arXiv

Multimodal Machine Learning ApplicationsTopic Modeling

Cited by 11

When does In-context Learning Fall Short and Why? A Study on Specification-Heavy Tasks

Peng, H., Wang, X., Chen, J., Li, W., Qi, Y., Wang, Z., Wu, Z., Zeng, K., Xu, B., Hou, L., et al. (2023) · arXiv

Topic ModelingDomain Adaptation and Few-Shot Learning

Cited by 7

The Unreasonable Effectiveness of Entropy Minimization in LLM Reasoning

Agarwal, S., Zhang, Z., Yuan, L., Han, J., & Peng, H. (2025) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 4

Data Engineering for Scaling Language Models to 128K Context

Fu, Y., Panda, R., Niu, X., Yue, X., Hajishirzi, H., Kim, Y., & Peng, H. (2024) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 3

Language Models Hallucinate, but May Excel at Fact Verification

Guan, J., Dodge, J., Wadden, D., Huang, M., & Peng, H. (2023) · arXiv

Topic ModelingMisinformation and Its Impacts

Cited by 3

VerIF: Verification Engineering for Reinforcement Learning in Instruction Following

Peng, H., Qi, Y., Wang, X., Xu, B., Hou, L., & Li, J. (2025) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 2