Chen, Weizhu

What Makes Good In-Context Examples for GPT-3?

Liu, J., Shen, D., Zhang, Y., Dolan, B., Carin, L., & Chen, W. (2022) · Proceedings of Deep Learning Inside Out (DeeLIO 2022): The 3rd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures

Topic ModelingNatural Language Processing Techniques

Cited by 563

CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing

Gou, Z., Shao, Z., Gong, Y., Shen, Y., Yang, Y., Duan, N., & Chen, W. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 561

AGIEval: A Human-Centric Benchmark for Evaluating Foundation Models

Zhong, W., Cui, R., Guo, Y., Liang, Y., Lu, S., Wang, Y., Saied, A., Chen, W., & Duan, N. (2023) · arXiv

Topic ModelingArtificial Intelligence Applications

Cited by 211

AGIEval: A Human-Centric Benchmark for Evaluating Foundation Models

Zhong, W., Cui, R., Guo, Y., Liang, Y., Lu, S., Wang, Y., Saied, A., Chen, W., & Duan, N. (2024) · Findings of the Association for Computational Linguistics: NAACL 2024

Topic ModelingArtificial Intelligence Applications

Cited by 211

Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy

Shao, Z., Gong, Y., Shen, Y., Huang, M., Duan, N., & Chen, W. (2023) · Findings of the Association for Computational Linguistics: EMNLP 2023

Topic ModelingInformation Retrieval and Search Behavior

Cited by 200

Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy

Shao, Z., Gong, Y., Shen, Y., Huang, M., Duan, N., & Chen, W. (2023) · arXiv

Topic ModelingInformation Retrieval and Search Behavior

Cited by 200

RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation

Zhang, F., Chen, B., Zhang, Y., Keung, J., Liu, J., Zan, D., Mao, Y., Lou, J.-G., & Chen, W. (2023) · Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing

Software Engineering ResearchTopic Modeling

Cited by 173

Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Abdin, M., Aneja, J., Awadalla, H., Awadallah, A., Awan, A. A., Bach, N., Bahree, A., Bakhtiari, A., Bao, J., Behl, H., et al. (2024) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 166

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

What Makes Good In-Context Examples for GPT-$3$?

Liu, J., Shen, D., Zhang, Y., Dolan, B., Carin, L., & Chen, W. (2021) · arXiv

Topic ModelingDomain Adaptation and Few-Shot Learning

Cited by 148

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

CodeT: Code Generation with Generated Tests

Chen, B., Zhang, F., Nguyen, A., Zan, D., Lin, Z., Lou, J.-G., & Chen, W. (2022) · arXiv

Software Engineering ResearchSoftware Testing and Debugging Techniques

Cited by 92

Controllable Natural Language Generation with Contrastive Prefixes

Qian, J., Dong, L., Shen, Y., Wei, F., & Chen, W. (2022) · Findings of the Association for Computational Linguistics: ACL 2022

Topic ModelingNatural Language Processing Techniques

Cited by 74

Making Language Models Better Reasoners with Step-Aware Verifier

Li, Y., Lin, Z., Zhang, S., Fu, Q., Chen, B., Lou, J.-G., & Chen, W. (2023) · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Topic ModelingNatural Language Processing Techniques

Cited by 69

A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation

Liu, T., Zhang, Y., Brockett, C., Mao, Y., Sui, Z., Chen, W., & Dolan, B. (2022) · Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Topic ModelingNatural Language Processing Techniques

Cited by 63

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

AnnoLLM: Making Large Language Models to Be Better Crowdsourced Annotators

He, X., Lin, Z., Gong, Y., Jin, A.-L., Zhang, H., Lin, C., Jiao, J., Yiu, S. M., Duan, N., & Chen, W. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 34

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

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

ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving

Gou, Z., Shao, Z., Gong, Y., Shen, Y., Yang, Y., Huang, M., Duan, N., & Chen, W. (2023) · arXiv

Topic ModelingMathematics, Computing, and Information Processing

Cited by 24

Tensor Programs V: Tuning Large Neural Networks via Zero-Shot Hyperparameter Transfer

Yang, G., Hu, E. J., Babuschkin, I., Sidor, S., Liu, X., Farhi, D., Ryder, N., Pachocki, J., Chen, W., & Gao, J. (2022) · arXiv

Machine Learning and Data ClassificationDomain Adaptation and Few-Shot Learning

Cited by 23

A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation

Liu, T., Zhang, Y., Brockett, C., Mao, Y., Sui, Z., Chen, W., & Dolan, B. (2021) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 12

RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation

Zhang, F., Chen, B., Zhang, Y., Keung, J., Liu, J., Zan, D., Mao, Y., Lou, J.-G., & Chen, W. (2023) · arXiv

Software Engineering ResearchSoftware Testing and Debugging Techniques

Cited by 10