Semiparametric Language Models Are Scalable Continual Learners. - Guangyue Peng; Tao Ge 001; Si-Qing Chen; Furu Wei; Houfeng Wang (CoRR, 2023)

HalluDial: A Large-Scale Benchmark for Automatic Dialogue-Level Hallucination Evaluation. - Wen Luo 001; Tianshu Shen; Wei Li 232; Guangyue Peng; Richeng Xuan; Houfeng Wang; Xi Yang 023 (CoRR, 2024)

Odysseus Navigates the Sirens' Song: Dynamic Focus Decoding for Factual and Diverse Open-Ended Text Generation. - Wen Luo 001; Feifan Song 001; Wei Li 101; Guangyue Peng; Shaohang Wei; Houfeng Wang (ACL (1), 2025)

FEA-Bench: A Benchmark for Evaluating Repository-Level Code Generation for Feature Implementation. - Wei Li 232; Xin Zhang 099; Zhongxin Guo; Shaoguang Mao; Wen Luo 001; Guangyue Peng; Yangyu Huang; Houfeng Wang; Scarlett Li (ACL (1), 2025)

Learn to Memorize: Scalable Continual Learning in Semiparametric Models with Mixture-of-Neighbors Induction Memory. - Guangyue Peng; Tao Ge 001; Wen Luo 001; Wei Li 101; Houfeng Wang (ACL (1), 2025)

Encode Errors: Representational Retrieval of In-Context Demonstrations for Multilingual Grammatical Error Correction. - Guangyue Peng; Wei Li 101; Wen Luo 001; Houfeng Wang (ACL (Findings), 2025)

Explanation based In-Context Demonstrations Retrieval for Multilingual Grammatical Error Correction. - Wei Li 101; Wen Luo 001; Guangyue Peng; Houfeng Wang (NAACL (Long Papers), 2025)

Explanation based In-Context Demonstrations Retrieval for Multilingual Grammatical Error Correction. - Wei Li 232; Wen Luo 001; Guangyue Peng; Houfeng Wang (CoRR, 2025)