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2020 – today
- 2026
[i10]Wen Luo, Guangyue Peng, Wei Li, Shaohang Wei, Feifan Song, Liang Wang, Nan Yang, Xingxing Zhang, Jing Jin, Furu Wei, Houfeng Wang:
Two Pathways to Truthfulness: On the Intrinsic Encoding of LLM Hallucinations. CoRR abs/2601.07422 (2026)- [i9]Ruixiang Feng, Yuntao Wen, Silin Zhou, Ke Shi, Yifan Wang, Ran Le, Zhenwei An, Zongchao Chen, Chen Yang, Guangyue Peng, Yiming Jia, Dongsheng Wang, Tao Zhang, Lisi Chen, Yang Song, Shen Gao, Shuo Shang:
PACE: Prefix-Protected and Difficulty-Aware Compression for Efficient Reasoning. CoRR abs/2602.11639 (2026) - [i8]Chen Yang, Guangyue Peng, Jiaying Zhu, Ran Le, Ruixiang Feng, Tao Zhang, Xiyun Xu, Yang Song, Yiming Jia, Yuntao Wen, Yunzhi Xu, Zekai Wang, Zhenwei An, Zhicong Sun, Zongchao Chen:
Nanbeige4.1-3B: A Small General Model that Reasons, Aligns, and Acts. CoRR abs/2602.13367 (2026) - [i7]Guangyue Peng, Zongchao Chen, Wen Luo, Yuntao Wen, Wei Li, Ruixiang Feng, Ran Le, Chen Yang, Zhenwei An, Yang Song, Tao Zhang, Houfeng Wang:
Measuring and Mitigating Post-hoc Rationalization in Reverse Chain-of-Thought Generation. CoRR abs/2602.14469 (2026) - 2025
- [c5]Wei Li, Xin Zhang, Zhongxin Guo, Shaoguang Mao, Wen Luo, Guangyue Peng, Yangyu Huang, Houfeng Wang, Scarlett Li:
FEA-Bench: A Benchmark for Evaluating Repository-Level Code Generation for Feature Implementation. ACL (1) 2025: 17160-17176 - [c4]Guangyue Peng, Wei Li, Wen Luo, Houfeng Wang:
Encode Errors: Representational Retrieval of In-Context Demonstrations for Multilingual Grammatical Error Correction. ACL (Findings) 2025: 21166-21180 - [c3]Wen Luo, Feifan Song, Wei Li, Guangyue Peng, Shaohang Wei, Houfeng Wang:
Odysseus Navigates the Sirens' Song: Dynamic Focus Decoding for Factual and Diverse Open-Ended Text Generation. ACL (1) 2025: 27200-27218 - [c2]Guangyue Peng, Tao Ge, Wen Luo, Wei Li, Houfeng Wang:
Learn to Memorize: Scalable Continual Learning in Semiparametric Models with Mixture-of-Neighbors Induction Memory. ACL (1) 2025: 28517-28531 - [c1]Wei Li, Wen Luo, Guangyue Peng, Houfeng Wang:
Explanation based In-Context Demonstrations Retrieval for Multilingual Grammatical Error Correction. NAACL (Long Papers) 2025: 4881-4897 - [i6]Wei Li, Wen Luo, Guangyue Peng, Houfeng Wang:
Explanation based In-Context Demonstrations Retrieval for Multilingual Grammatical Error Correction. CoRR abs/2502.08507 (2025) - [i5]Wei Li, Xin Zhang, Zhongxin Guo, Shaoguang Mao, Wen Luo, Guangyue Peng, Yangyu Huang, Houfeng Wang, Scarlett Li:
FEA-Bench: A Benchmark for Evaluating Repository-Level Code Generation for Feature Implementation. CoRR abs/2503.06680 (2025) - [i4]Wen Luo, Feifan Song, Wei Li, Guangyue Peng, Shaohang Wei
, Houfeng Wang:
Odysseus Navigates the Sirens' Song: Dynamic Focus Decoding for Factual and Diverse Open-Ended Text Generation. CoRR abs/2503.08057 (2025) - [i3]Chen Yang, Guangyue Peng, Jiaying Zhu, Ran Le, Ruixiang Feng, Tao Zhang, Wei Ruan, Xiaoqi Liu, Xiaoxue Cheng, Xiyun Xu, Yang Song, Yanzipeng Gao, Yiming Jia, Yun Xing, Yuntao Wen, Zekai Wang, Zhenwei An, Zhicong Sun, Zongchao Chen:
Nanbeige4-3B Technical Report: Exploring the Frontier of Small Language Models. CoRR abs/2512.06266 (2025) - 2024
- [i2]Wen Luo, Tianshu Shen, Wei Li, Guangyue Peng, Richeng Xuan, Houfeng Wang, Xi Yang:
HalluDial: A Large-Scale Benchmark for Automatic Dialogue-Level Hallucination Evaluation. CoRR abs/2406.07070 (2024) - 2023
- [i1]Guangyue Peng, Tao Ge, Si-Qing Chen, Furu Wei, Houfeng Wang:
Semiparametric Language Models Are Scalable Continual Learners. CoRR abs/2303.01421 (2023)
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