| 2026 | AAAI | ToolACE-R: Model-aware Iterative Training and Adaptive Refinement for Tool learning. | Xingshan Zeng, Weiwen Liu, Xu Huang, Zezhong Wang, Lingzhi Wang, Liangyou Li, Yasheng Wang, Lifeng Shang, Xin Jiang, Ruiming Tang, Qun Liu |
| 2025 | ACL | Learning to Align Multi-Faceted Evaluation: A Unified and Robust Framework. | Kaishuai Xu, Tiezheng Yu, Yi Cheng, Wenjun Hou, Liangyou Li, Xin Jiang, Lifeng Shang, Qun Liu, Wenjie Li |
| 2025 | ACL | Subtle Errors in Reasoning: Preference Learning via Error-injected Self-editing. | Kaishuai Xu, Tiezheng Yu, Wenjun Hou, Yi Cheng, Chak Tou Leong, Liangyou Li, Xin Jiang, Lifeng Shang, Qun Liu, Wenjie Li |
| 2025 | ACL | Crowd Comparative Reasoning: Unlocking Comprehensive Evaluations for LLM-as-a-Judge. | Qiyuan Zhang, Yufei Wang, Yuxin Jiang, Liangyou Li, Chuhan Wu, Yasheng Wang, Xin Jiang, Lifeng Shang, Ruiming Tang, Fuyuan Lyu, Chen Ma |
| 2025 | EMNLP | NILE: Internal Consistency Alignment in Large Language Models. | Minda Hu, Qiyuan Zhang, Yufei Wang, Bowei He, Hongru Wang, Jingyan Zhou, Liangyou Li, Yasheng Wang, Chen Ma, Irwin King |
| 2025 | EMNLP | Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning. | Zezhong Wang, Xingshan Zeng, Weiwen Liu, Yufei Wang, Liangyou Li, Yasheng Wang, Lifeng Shang, Xin Jiang, Qun Liu, Kam-Fai Wong |
| 2025 | ICLR | Bridging and Modeling Correlations in Pairwise Data for Direct Preference Optimization. | Yuxin Jiang, Bo Huang, Yufei Wang, Xingshan Zeng, Liangyou Li, Yasheng Wang, Xin Jiang, Lifeng Shang, Ruiming Tang, Wei Wang |
| 2025 | ICLR | RevisEval: Improving LLM-as-a-Judge via Response-Adapted References. | Qiyuan Zhang, Yufei Wang, Tiezheng Yu, Yuxin Jiang, Chuhan Wu, Liangyou Li, Yasheng Wang, Xin Jiang, Lifeng Shang, Ruiming Tang, Fuyuan Lyu, Chen Ma |
| 2025 | NAACL | ToolFlow: Boosting LLM Tool-Calling Through Natural and Coherent Dialogue Synthesis. | Zezhong Wang, Xingshan Zeng, Weiwen Liu, Liangyou Li, Yasheng Wang, Lifeng Shang, Xin Jiang, Qun Liu, Kam-Fai Wong |
| 2025 | NAACL | Chain-of-Probe: Examining the Necessity and Accuracy of CoT Step-by-Step. | Zezhong Wang, Xingshan Zeng, Weiwen Liu, Yufei Wang, Liangyou Li, Yasheng Wang, Lifeng Shang, Xin Jiang, Qun Liu, Kam-Fai Wong |
| 2024 | ACL | FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Models. | Yuxin Jiang, Yufei Wang, Xingshan Zeng, Wanjun Zhong, Liangyou Li, Fei Mi, Lifeng Shang, Xin Jiang, Qun Liu, Wei Wang |
| 2024 | ACL | Learning to Edit: Aligning LLMs with Knowledge Editing. | Yuxin Jiang, Yufei Wang, Chuhan Wu, Wanjun Zhong, Xingshan Zeng, Jiahui Gao, Liangyou Li, Xin Jiang, Lifeng Shang, Ruiming Tang, Qun Liu, Wei Wang |
| 2024 | ACL | M4LE: A Multi-Ability Multi-Range Multi-Task Multi-Domain Long-Context Evaluation Benchmark for Large Language Models. | Wai-Chung Kwan, Xingshan Zeng, Yufei Wang, Yusen Sun, Liangyou Li, Yuxin Jiang, Lifeng Shang, Qun Liu, Kam-Fai Wong |
| 2024 | EMNLP | MT-Eval: A Multi-Turn Capabilities Evaluation Benchmark for Large Language Models. | Wai-Chung Kwan, Xingshan Zeng, Yuxin Jiang, Yufei Wang, Liangyou Li, Lifeng Shang, Xin Jiang, Qun Liu, Kam-Fai Wong |
| 2023 | ACL | SongRewriter: A Chinese Song Rewriting System with Controllable Content and Rhyme Scheme. | Yusen Sun, Liangyou Li, Qun Liu, Dit-Yan Yeung |
| 2023 | EMNLP | AdaTranS: Adapting with Boundary-based Shrinking for End-to-End Speech Translation. | Xingshan Zeng, Liangyou Li, Qun Liu |
| 2022 | ACL | Universal Conditional Masked Language Pre-training for Neural Machine Translation. | Pengfei Li, Liangyou Li, Meng Zhang, Minghao Wu, Qun Liu |
| 2022 | ACL | Triangular Transfer: Freezing the Pivot for Triangular Machine Translation. | Meng Zhang, Liangyou Li, Qun Liu |
| 2022 | NAACL | FreeTransfer-X: Safe and Label-Free Cross-Lingual Transfer from Off-the-Shelf Models. | Yinpeng Guo, Liangyou Li, Xin Jiang, Qun Liu |
| 2021 | AAAI | Exploring the Vulnerability of Deep Neural Networks: A Study of Parameter Corruption. | Xu Sun, Zhiyuan Zhang, Xuancheng Ren, Ruixuan Luo, Liangyou Li |
| 2021 | AAAI | Future-Guided Incremental Transformer for Simultaneous Translation. | Shaolei Zhang, Yang Feng, Liangyou Li |
| 2021 | ACL | RealTranS: End-to-End Simultaneous Speech Translation with Convolutional Weighted-Shrinking Transformer. | Xingshan Zeng, Liangyou Li, Qun Liu |
| 2021 | ACL | Two Parents, One Child: Dual Transfer for Low-Resource Neural Machine Translation. | Meng Zhang, Liangyou Li, Qun Liu |
| 2021 | EMNLP | Uncertainty-Aware Balancing for Multilingual and Multi-Domain Neural Machine Translation Training. | Minghao Wu, Yitong Li, Meng Zhang, Liangyou Li, Gholamreza Haffari, Qun Liu |
| 2021 | EMNLP | Document Graph for Neural Machine Translation. | Mingzhou Xu, Liangyou Li, Derek F. Wong, Qun Liu, Lidia S. Chao |
| 2020 | IJCNLP | A General Framework for Adaptation of Neural Machine Translation to Simultaneous Translation. | Yun Chen, Liangyou Li, Xin Jiang, Xiao Chen, Qun Liu |
| 2017 | EACL | Context-Aware Graph Segmentation for Graph-Based Translation. | Liangyou Li, Andy Way, Qun Liu |
| 2017 | IJCNLP | Semantics-Enhanced Task-Oriented Dialogue Translation: A Case Study on Hotel Booking. | Longyue Wang, Jinhua Du, Liangyou Li, Zhaopeng Tu, Andy Way, Qun Liu |
| 2016 | ACL | Graph-Based Translation Via Graph Segmentation. | Liangyou Li, Andy Way, Qun Liu |
| 2016 | ACL | Phrase-Level Combination of SMT and TM Using Constrained Word Lattice. | Liangyou Li, Andy Way, Qun Liu |
| 2016 | COLING | Topic-Informed Neural Machine Translation. | Jian Zhang, Liangyou Li, Andy Way, Qun Liu |
| 2016 | EAMT | Combining Translation Memories and Syntax-Based SMT: Experiments with Real Industrial Data. | Liangyou Li, Carla Parra Escartn, Qun Liu |
| 2016 | NAACL | Extending Phrase-Based Translation with Dependencies by Using Graphs. | Liangyou Li, Andy Way, Qun Liu |
| 2015 | EMNLP | Dependency Graph-to-String Translation. | Liangyou Li, Andy Way, Qun Liu |
| 2014 | AMTA | A discriminative framework of integrating translation memory features into SMT. | Liangyou Li, Andy Way, Qun Liu |
| 2014 | AMTA | A probabilistic feature-based fill-up for SMT. | Jian Zhang, Liangyou Li, Andy Way, Qun Liu |
| 2012 | COLING | Phrase-Based Evaluation for Machine Translation. | Liangyou Li, Zhengxian Gong, Guodong Zhou |