Publications
Full publication list can be found in Google Scholar.
2024
Cooperative Strategic Planning Enhances Reasoning Capabilities in Large Language Models
Danqing Wang, Zhuorui Ye, Fei Fang, Lei Li
arXiv preprint, 2024
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TypedThinker: Typed Thinking Improves Large Language Model Reasoning
Danqing Wang, JianXin Ma, Fei Fang, Lei Li
arXiv preprint, 2024
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Scaling LLM Inference with Optimized Sample Compute Allocation
Kexun Zhang*, Shang Zhou*, Danqing Wang, William Yang Wang, Lei Li
arXiv preprint, 2024
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Learning Personalized Alignment for Evaluating Open-ended Text Generation
Danqing Wang, Kevin Yang, Hanlin Zhu, Xiaomeng Yang, Andrew Cohen, Lei Li, Yuandong Tian
EMNLP 2024
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Global Human-guided Counterfactual Explanations for Molecular Properties via Reinforcement Learning
Danqing Wang*, Antonis Antoniades*, Kha-Dinh Luong, Edwin Zhang, Mert Kosan, Jiachen Li, William Yang Wang, Ambuj Singh, Lei Li
KDD 2024
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2023
Learning from Mistakes via Cooperative Study Assistant for Large Language Models
Danqing Wang, Lei Li
EMNLP 2023
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InstructScore: Towards Explainable Text Generation Evaluation with Automatic Feedback
Wenda Xu, Danqing Wang, Liangming Pan, Zhenqiao Song, Markus Freitag, William Yang Wang, Lei Li
EMNLP 2023
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ALGO: Synthesizing Algorithmic Programs with Generated Oracle Verifiers
Kexun Zhang, Danqing Wang, Jingtao Xia, William Yang Wang, Lei Li
NeurIPS 2023
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Accelerating Antimicrobial Peptide Discovery with Latent Structure
Danqing Wang, Zeyu Wen, Fei Ye, Lei Li, Hao Zhou
KDD 2023
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2022
On Pre-training Language Model for Antibody
Danqing Wang, Fei Ye, Hao Zhou
ICLR 2023
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2021
Contrastive Aligned Joint Learning for Multilingual Summarization
Danqing Wang, Jiaze Chen, Hao Zhou, Xipeng Qiu, Lei Li
ACL Findings 2021
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CNewSum: A Large-scale Chinese News Summarization Dataset with Human-annotated Adequacy and Deducibility Level
Danqing Wang, Jiaze Chen, Xianze Wu, Hao Zhou, Lei Li
NLPCC 2021
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2020
Heterogeneous Graph Neural Networks for Extractive Document Summarization
Danqing Wang*, Pengfei Liu*, Yining Zheng, Xipeng Qiu, Xuanjing Huang
ACL 2020
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Extractive Summarization as Text Matching
Ming Zhong*, Pengfei Liu*, Yiran Chen, Danqing Wang, Xipeng Qiu, Xuanjing Huang
ACL 2020
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Searching for Effective Neural Extractive Summarization: What Works and What's Next
Ming Zhong*, Pengfei Liu*, Danqing Wang*, Xipeng Qiu, Xuanjing Huang
ACL 2019
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Exploring Domain Shift in Extractive Text Summarization
Danqing Wang*, Pengfei Liu*, Ming Zhong, Jie Fu, Xipeng Qiu, Xuanjing Huang
arXiv preprint, 2019
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