| 2026 | ACL | Resource-Limited Joint Multimodal Sentiment Reasoning and Classification via Chain-of-Thought Enhancement and Distillation. | Haonan Shangguan, Xiaocui Yang, Shi Feng, Daling Wang, Yifei Zhang, Feiliang Ren, Ge Yu |
| 2025 | ACL | Resource-Friendly Dynamic Enhancement Chain for Multi-Hop Question Answering. | Binquan Ji, Haibo Luo, YifeiLu YifeiLu, Lei Hei, Jiaqi Wang, Tingjing Liao, Lingyu Wang, Shichao Wang, Feiliang Ren |
| 2025 | ACL | CodeTool: Enhancing Programmatic Tool Invocation of LLMs via Process Supervision. | Yifei Lu, Fanghua Ye, Jian Li, Qiang Gao, Cheng Liu, Haibo Luo, Nan Du, Xiaolong Li, Feiliang Ren |
| 2025 | EMNLP | Retrieval over Classification: Integrating Relation Semantics for Multimodal Relation Extraction. | Lei Hei, Tingjing Liao, Peiyingxin, Yiyang Qi, Jiaqi Wang, Ruiting Li, Feiliang Ren |
| 2025 | EMNLP | CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards. | Cheng Liu, Yifei Lu, Fanghua Ye, Jian Li, Xingyu Chen, Feiliang Ren, Zhaopeng Tu, Xiaolong Li |
| 2022 | WSDM | A Simple but Effective Bidirectional Framework for Relational Triple Extraction. | Feiliang Ren, Longhui Zhang, Xiaofeng Zhao, Shujuan Yin, Shilei Liu, Bochao Li |
| 2021 | AAAI | A Graph Reasoning Network for Multi-turn Response Selection via Customized Pre-training. | Yongkang Liu, Shi Feng, Daling Wang, Kaisong Song, Feiliang Ren, Yifei Zhang |
| 2021 | CIKM | A Conditional Cascade Model for Relational Triple Extraction. | Feiliang Ren, Longhui Zhang, Shujuan Yin, Xiaofeng Zhao, Shilei Liu, Bochao Li |
| 2021 | EMNLP | A Three-Stage Learning Framework for Low-Resource Knowledge-Grounded Dialogue Generation. | Shilei Liu, Xiaofeng Zhao, Bochao Li, Feiliang Ren, Longhui Zhang, Shujuan Yin |
| 2021 | EMNLP | A Novel Global Feature-Oriented Relational Triple Extraction Model based on Table Filling. | Feiliang Ren, Longhui Zhang, Shujuan Yin, Xiaofeng Zhao, Shilei Liu, Bochao Li, Yaduo Liu |
| 2020 | COLING | Knowledge Graph Embedding with Atrous Convolution and Residual Learning. | Feiliang Ren, Juchen Li, Huihui Zhang, Shilei Liu, Bochao Li, Ruicheng Ming, Yujia Bai |
| 2018 | COLING | Neural Relation Classification with Text Descriptions. | Feiliang Ren, Di Zhou, Zhihui Liu, Yongcheng Li, Rongsheng Zhao, Yongkang Liu, Xiaobo Liang |
| 2012 | COLING | Easy-First Chinese POS Tagging and Dependency Parsing. | Ji Ma, Tong Xiao, Jingbo Zhu, Feiliang Ren |
| 2012 | COLING | A Demo for Constructing Domain Ontology from Academic Papers. | Feiliang Ren |
| 2012 | COLING | A Practical Chinese-English ON Translation Method Based on ON's Distribution Characteristics on the Web. | Feiliang Ren |
| 2008 | IJCNLP | An Effective Hybrid Machine Learning Approach for Coreference Resolution. | Feiliang Ren, Jingbo Zhu |
| 2006 | PACLIC | Building Translation Memory System by N-gram. | Feiliang Ren, Shaoming Liu |
| 2006 | PACLIC | Make Word Sense Disambiguation in EBMT Practical. | Feiliang Ren, Tianshun Yao |