Modeling Semantic Compositionality with Sememe Knowledge. - Fanchao Qi; Junjie Huang 003; Chenghao Yang 001; Zhiyuan Liu 001; Xiao Chen 012; Qun Liu 001; Maosong Sun 001 (ACL (1), 2019)

OpenHowNet: An Open Sememe-based Lexical Knowledge Base. - Fanchao Qi; Chenghao Yang 001; Zhiyuan Liu 001; Qiang Dong; Maosong Sun 001; Zhendong Dong (CoRR, 2019)

COS960: A Chinese Word Similarity Dataset of 960 Word Pairs. - Junjie Huang 003; Fanchao Qi; Chenghao Yang 001; Zhiyuan Liu 001; Maosong Sun 001 (CoRR, 2019)

Open the Boxes of Words: Incorporating Sememes into Textual Adversarial Attack. - Yuan Zang; Chenghao Yang 001; Fanchao Qi; Zhiyuan Liu 001; Meng Zhang 019; Qun Liu 001; Maosong Sun 001 (CoRR, 2019)

Frustratingly Hard Evidence Retrieval for QA Over Books. - Xiangyang Mou; Mo Yu; Bingsheng Yao; Chenghao Yang 001; Xiaoxiao Guo; Saloni Potdar; Hui Su (NUSE@ACL, 2020)

Word-level Textual Adversarial Attacking as Combinatorial Optimization. - Yuan Zang; Fanchao Qi; Chenghao Yang 001; Zhiyuan Liu 001; Meng Zhang 019; Qun Liu 001; Maosong Sun 001 (ACL, 2020)

Enhancing Transformer with Sememe Knowledge. - Yuhui Zhang; Chenghao Yang 001; Zhengping Zhou; Zhiyuan Liu 001 (RepL4NLP@ACL, 2020)

Weakly-Supervised Methods for Suicide Risk Assessment: Role of Related Domains. - Chenghao Yang 001; Yudong Zhang; Smaranda Muresan (ACL/IJCNLP (2), 2021)

Narrative Question Answering with Cutting-Edge Open-Domain QA Techniques: A Comprehensive Study. - Xiangyang Mou; Chenghao Yang 001; Mo Yu; Bingsheng Yao; Xiaoxiao Guo; Saloni Potdar; Hui Su (Trans. Assoc. Comput. Linguistics, 2021)

Improving Stability of Fine-Tuning Pretrained Language Models via Component-Wise Gradient Norm Clipping. - Chenghao Yang 001; Xuezhe Ma (EMNLP, 2022)

Transformer Embeddings of Irregularly Spaced Events and Their Participants. - Hongyuan Mei; Chenghao Yang 001; Jason Eisner (ICLR, 2022)

ReCode: Robustness Evaluation of Code Generation Models. - Shiqi Wang 002; Zheng Li; Haifeng Qian; Chenghao Yang 001; Zijian Wang 002; Mingyue Shang; Varun Kumar; Samson Tan; Baishakhi Ray; Parminder Bhatia; Ramesh Nallapati; Murali Krishna Ramanathan; et al. (ACL (1), 2023)

Efficient Shapley Values Estimation by Amortization for Text Classification. - Chenghao Yang 001; Fan Yin; He He 001; Kai-Wei Chang; Xiaofei Ma 001; Bing Xiang (ACL (1), 2023)

Can You Follow Me? Testing Situational Understanding for ChatGPT. - Chenghao Yang 001; Allyson Ettinger (EMNLP, 2023)

Beyond Reverse KL: Generalizing Direct Preference Optimization with Diverse Divergence Constraints. - Chaoqi Wang; Yibo Jiang; Chenghao Yang 001; Han Liu; Yuxin Chen 001 (ICLR, 2024)

When Hindsight is Not 20/20: Testing Limits on Reflective Thinking in Large Language Models. - Yanhong Li; Chenghao Yang 001; Allyson Ettinger (NAACL-HLT (Findings), 2024)

Identifying Self-Disclosures of Use, Misuse and Addiction in Community-based Social Media Posts. - Chenghao Yang 001; Tuhin Chakrabarty; Karli R. Hochstatter; Melissa N. Slavin; Nabila El-Bassel; Smaranda Muresan (NAACL-HLT (Findings), 2024)

Grounded Persuasive Language Generation for Automated Marketing. - Jibang Wu; Chenghao Yang 001; Simon Mahns; Chaoqi Wang; Hao Zhu; Fei Fang 001; Haifeng Xu (CoRR, 2025)

Tokenized Bandit for LLM Decoding and Alignment. - Suho Shin 001; Chenghao Yang 001; Haifeng Xu; Mohammad T. Hajiaghayi (CoRR, 2025)

How Alignment Shrinks the Generative Horizon. - Chenghao Yang 001; Ari Holtzman (CoRR, 2025)