He, Pengcheng

Instruction Tuning with GPT-4

Peng, B., Li, C., He, P., Galley, M., & Gao, J. (2023) · arXiv

Topic ModelingDomain Adaptation and Few-Shot Learning

Cited by 183

Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback

Peng, B., Galley, M., He, P., Cheng, H., Xie, Y., Hu, Y., Huang, Q., Liden, L., Yu, Z., Chen, W., et al. (2023) · arXiv

Topic ModelingSpeech and dialogue systems

Cited by 156

Generation-Augmented Retrieval for Open-Domain Question Answering

Mao, Y., He, P., Liu, X., Shen, Y., Gao, J., Han, J., & Chen, W. (2021) · Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)

Topic ModelingInformation Retrieval and Search Behavior

Cited by 146

Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning

Shen, T., Mao, Y., He, P., Long, G., Trischler, A., & Chen, W. (2020) · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)

Topic ModelingAdvanced Graph Neural Networks

Cited by 63

AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning

Zhang, Q., Chen, M., Bukharin, A., Karampatziakis, N., He, P., Cheng, Y., Chen, W., & Zhao, T. (2023) · arXiv

Domain Adaptation and Few-Shot LearningTopic Modeling

Cited by 47

Generation-Augmented Retrieval for Open-domain Question Answering

Mao, Y., He, P., Liu, X., Shen, Y., Gao, J., Han, J., & Chen, W. (2020) · arXiv

Information Retrieval and Search BehaviorTopic Modeling

Cited by 31

DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models

Chuang, Y.-S., Xie, Y., Luo, H., Kim, Y., Glass, J., & He, P. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 29

Platon: Pruning large transformer models with upper confidence bound of weight importance

Zhang, Q., Zuo, S., Liang, C., Bukharin, A., He, P., Chen, W., & Zhao, T. (2022) · arXiv

Advanced Neural Network ApplicationsTopic Modeling

Cited by 25

Query Rewriting for Retrieval-Augmented Large Language Models

Ma, X., Gong, Y., He, P., Zhao, H., & Duan, N. (2023) · arXiv

Information Retrieval and Search BehaviorTopic Modeling

Cited by 14

ThetaEvolve: Test-time Learning on Open Problems

Wang, Y., Su, S.-R., Zeng, Z., Xu, E., Ren, L., Yang, X., Huang, Z., He, X., Ma, L., Peng, B., et al. (2025) · arXiv

Evolutionary Algorithms and ApplicationsAI-based Problem Solving and Planning

Cited by 0