| 2026 | EACL | Tug-of-war between idioms' figurative and literal interpretations in LLMs. | Soyoung Oh, Xinting Huang, Mathis Pink, Michael Hahn, Vera Demberg |
| 2025 | ACL | A Silver Bullet or a Compromise for Full Attention? A Comprehensive Study of Gist Token-based Context Compression. | Chenlong Deng, Zhisong Zhang, Kelong Mao, Shuaiyi Li, Xinting Huang, Dong Yu, Zhicheng Dou |
| 2025 | ACL | LoGU: Long-form Generation with Uncertainty Expressions. | Ruihan Yang, Caiqi Zhang, Zhisong Zhang, Xinting Huang, Sen Yang, Nigel Collier, Dong Yu, Deqing Yang |
| 2025 | ACL | Attention Entropy is a Key Factor: An Analysis of Parallel Context Encoding with Full-attention-based Pre-trained Language Models. | Zhisong Zhang, Yan Wang, Xinting Huang, Tianqing Fang, Hongming Zhang, Chenlong Deng, Shuaiyi Li, Dong Yu |
| 2025 | EMNLP | UNCLE: Benchmarking Uncertainty Expressions in Long-Form Generation. | Ruihan Yang, Caiqi Zhang, Zhisong Zhang, Xinting Huang, Dong Yu, Nigel Collier, Deqing Yang |
| 2025 | ICLR | A Formal Framework for Understanding Length Generalization in Transformers. | Xinting Huang, Andy Yang, Satwik Bhattamishra, Yash Raj Sarrof, Andreas Krebs, Hattie Zhou, Preetum Nakkiran, Michael Hahn |
| 2025 | ICML | Lower Bounds for Chain-of-Thought Reasoning in Hard-Attention Transformers. | Alireza Amiri Bavandpour, Xinting Huang, Mark Rofin, Michael Hahn |
| 2025 | IJCNLP | Atomic Calibration of LLMs in Long-Form Generations. | Caiqi Zhang, Ruihan Yang, Zhisong Zhang, Xinting Huang, Sen Yang, Dong Yu, Nigel Collier |
| 2024 | ACL | SEGO: Sequential Subgoal Optimization for Mathematical Problem-Solving. | Xueliang Zhao, Xinting Huang, Wei Bi, Lingpeng Kong |
| 2024 | ACL | BBA: Bi-Modal Behavioral Alignment for Reasoning with Large Vision-Language Models. | Xueliang Zhao, Xinting Huang, Tingchen Fu, Qintong Li, Shansan Gong, Lemao Liu, Wei Bi, Lingpeng Kong |
| 2024 | EMNLP | Not All Preference Pairs Are Created Equal: A Recipe for Annotation-Efficient Iterative Preference Learning. | Sen Yang, Leyang Cui, Deng Cai, Xinting Huang, Shuming Shi, Wai Lam |
| 2024 | EMNLP | Selection-p: Self-Supervised Task-Agnostic Prompt Compression for Faithfulness and Transferability. | Tsz Ting Chung, Leyang Cui, Lemao Liu, Xinting Huang, Shuming Shi, Dit-Yan Yeung |
| 2024 | EMNLP | Knowledge Verification to Nip Hallucination in the Bud. | Fanqi Wan, Xinting Huang, Leyang Cui, Xiaojun Quan, Wei Bi, Shuming Shi |
| 2024 | ICLR | Knowledge Fusion of Large Language Models. | Fanqi Wan, Xinting Huang, Deng Cai, Xiaojun Quan, Wei Bi, Shuming Shi |
| 2024 | NAACL | DoG-Instruct: Towards Premium Instruction-Tuning Data via Text-Grounded Instruction Wrapping. | Yongrui Chen, Haiyun Jiang, Xinting Huang, Shuming Shi, Guilin Qi |
| 2023 | ACL | Effidit: An Assistant for Improving Writing Efficiency. | Shuming Shi, Enbo Zhao, Wei Bi, Deng Cai, Leyang Cui, Xinting Huang, Haiyun Jiang, Duyu Tang, Kaiqiang Song, Longyue Wang, Chenyan Huang, Guoping Huang, Yan Wang, Piji Li |
| 2023 | ACL | Pre-training Multi-party Dialogue Models with Latent Discourse Inference. | Yiyang Li, Xinting Huang, Wei Bi, Hai Zhao |
| 2023 | EMNLP | Long-Range Language Modeling with Selective Cache. | Xinting Huang, Nora Hollenstein |
| 2023 | EMNLP | Explore-Instruct: Enhancing Domain-Specific Instruction Coverage through Active Exploration. | Fanqi Wan, Xinting Huang, Tao Yang, Xiaojun Quan, Wei Bi, Shuming Shi |
| 2022 | EMNLP | Robust Task-Oriented Dialogue Generation with Contrastive Pre-training and Adversarial Filtering. | Shiquan Yang, Xinting Huang, Jey Han Lau, Sarah M. Erfani |
| 2021 | ACL | Latent Reasoning for Low-Resource Question Generation. | Xinting Huang, Jianzhong Qi, Yu Sun, Rui Zhang |
| 2020 | AAAI | MALA: Cross-Domain Dialogue Generation with Action Learning. | Xinting Huang, Jianzhong Qi, Yu Sun, Rui Zhang |
| 2020 | ACL | Semi-Supervised Dialogue Policy Learning via Stochastic Reward Estimation. | Xinting Huang, Jianzhong Qi, Yu Sun, Rui Zhang |
| 2020 | EMNLP | Generalizable and Explainable Dialogue Generation via Explicit Action Learning. | Xinting Huang, Jianzhong Qi, Yu Sun, Rui Zhang |
| 2019 | IJCNN | CARL: Aggregated Search with Context-Aware Module Embedding Learning. | Xinting Huang, Jianzhong Qi, Yu Sun, Rui Zhang, Hai-Tao Zheng |