| 2025 | NAACL | DDGIP: Radiology Report Generation Through Disease Description Graph and Informed Prompting. | Chentao Huang, Guangli Li, Xinjiong Zhou, Yafeng Ren, Hongbin Zhang |
| 2023 | EMNLP | Time-Aware Language Modeling for Historical Text Dating. | Han Ren, Hai Wang, Yajie Zhao, Yafeng Ren |
| 2022 | ICML | Matching Structure for Dual Learning. | Hao Fei, Shengqiong Wu, Yafeng Ren, Meishan Zhang |
| 2022 | IJCAI | Conversational Semantic Role Labeling with Predicate-Oriented Latent Graph. | Hao Fei, Shengqiong Wu, Meishan Zhang, Yafeng Ren, Donghong Ji |
| 2022 | WWW | Making Decision like Human: Joint Aspect Category Sentiment Analysis and Rating Prediction with Fine-to-Coarse Reasoning. | Hao Fei, Jingye Li, Yafeng Ren, Meishan Zhang, Donghong Ji |
| 2021 | AAAI | Rethinking Boundaries: End-To-End Recognition of Discontinuous Mentions with Pointer Networks. | Hao Fei, Donghong Ji, Bobo Li, Yijiang Liu, Yafeng Ren, Fei Li |
| 2021 | ACL | Better Combine Them Together! Integrating Syntactic Constituency and Dependency Representations for Semantic Role Labeling. | Hao Fei, Shengqiong Wu, Yafeng Ren, Fei Li, Donghong Ji |
| 2021 | ACL | MRN: A Locally and Globally Mention-Based Reasoning Network for Document-Level Relation Extraction. | Jingye Li, Kang Xu, Fei Li, Hao Fei, Yafeng Ren, Donghong Ji |
| 2021 | IJCAI | Learn from Syntax: Improving Pair-wise Aspect and Opinion Terms Extraction with Rich Syntactic Knowledge. | Shengqiong Wu, Hao Fei, Yafeng Ren, Donghong Ji, Jingye Li |
| 2021 | WWW | Latent Target-Opinion as Prior for Document-Level Sentiment Classification: A Variational Approach from Fine-Grained Perspective. | Hao Fei, Yafeng Ren, Shengqiong Wu, Bobo Li, Donghong Ji |
| 2020 | AAAI | Latent Emotion Memory for Multi-Label Emotion Classification. | Hao Fei, Yue Zhang, Yafeng Ren, Donghong Ji |
| 2020 | EMNLP | Improving Text Understanding via Deep Syntax-Semantics Communication. | Hao Fei, Yafeng Ren, Donghong Ji |
| 2020 | EMNLP | Mimic and Conquer: Heterogeneous Tree Structure Distillation for Syntactic NLP. | Hao Fei, Yafeng Ren, Donghong Ji |
| 2020 | EMNLP | Retrofitting Structure-aware Transformer Language Model for End Tasks. | Hao Fei, Yafeng Ren, Donghong Ji |
| 2020 | IJCNLP | High-order Refining for End-to-end Chinese Semantic Role Labeling. | Hao Fei, Yafeng Ren, Donghong Ji |
| 2016 | AAAI | Context-Sensitive Twitter Sentiment Classification Using Neural Network. | Yafeng Ren, Yue Zhang, Meishan Zhang, Donghong Ji |
| 2016 | AAAI | Improving Twitter Sentiment Classification Using Topic-Enriched Multi-Prototype Word Embeddings. | Yafeng Ren, Yue Zhang, Meishan Zhang, Donghong Ji |
| 2016 | COLING | Deceptive Opinion Spam Detection Using Neural Network. | Yafeng Ren, Yue Zhang |
| 2016 | WISE | Twitter Normalization via 1-to-N Recovering. | Yafeng Ren, Jiayuan Deng, Dong-Hong Ji |
| 2015 | EMNLP | A Transition-based Model for Joint Segmentation, POS-tagging and Normalization. | Tao Qian, Yue Zhang, Meishan Zhang, Yafeng Ren, Dong-Hong Ji |
| 2015 | WISE | Twitter Sarcasm Detection Exploiting a Context-Based Model. | Zelin Wang, Zhijian Wu, Ruimin Wang, Yafeng Ren |
| 2014 | EMNLP | Positive Unlabeled Learning for Deceptive Reviews Detection. | Yafeng Ren, Donghong Ji, Hongbin Zhang |