| 2026 | ACL | Dynamic PMI-Guided Contrastive Decoding Reduces Hallucination in Large Language Models: A Unified Framework of Fine-Grained Input Transformations. | Dongsheng Chen, Yingqi Zhu, Xingyue Zhang, Wenqing Zhou, Lei Li |
| 2026 | ACL | AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing. | Zhenhua Xu, Dongsheng Chen, Shuo Wang, Jian Li, Chengjie Wang, Meng Han, Yabiao Wang |
| 2024 | COLING | Improving Factual Consistency in Abstractive Summarization with Sentence Structure Pruning. | Dingxin Hu, Xuanyu Zhang, Xingyue Zhang, Yiyang Li, Dongsheng Chen, Marina Litvak, Natalia Vanetik, Qing Yang, Dongliang Xu, Yanquan Zhou, Lei Li, Yuze Li, Yingqi Zhu |
| 2024 | COLING | Zero-Shot Spoken Language Understanding via Large Language Models: A Preliminary Study. | Zhihong Zhu, Xuxin Cheng, Hao An, Zhichang Wang, Dongsheng Chen, Zhiqi Huang |
| 2023 | ACL | Towards Unified Spoken Language Understanding Decoding via Label-aware Compact Linguistics Representations. | Zhihong Zhu, Xuxin Cheng, Zhiqi Huang, Dongsheng Chen, Yuexian Zou |
| 2023 | CSCWD | TLAG: An Informative Trigger and Label-Aware Knowledge Guided Model for Dialogue-based Relation Extraction. | Hao An, Dongsheng Chen, Weiyuan Xu, Zhihong Zhu, Yuexian Zou |
| 2023 | EMNLP | MCLF: A Multi-grained Contrastive Learning Framework for ASR-robust Spoken Language Understanding. | Zhiqi Huang, Dongsheng Chen, Zhihong Zhu, Xuxin Cheng |
| 2023 | EMNLP | Syntax Matters: Towards Spoken Language Understanding via Syntax-Aware Attention. | Yifeng Xie, Zhihong Zhu, Xuxin Cheng, Zhiqi Huang, Dongsheng Chen |
| 2023 | EMNLP | Enhancing Code-Switching for Cross-lingual SLU: A Unified View of Semantic and Grammatical Coherence. | Zhihong Zhu, Xuxin Cheng, Zhiqi Huang, Dongsheng Chen, Yuexian Zou |
| 2023 | Interspeech | Mix before Align: Towards Zero-shot Cross-lingual Sentiment Analysis via Soft-Mix and Multi-View Learning. | Zhihong Zhu, Xuxin Cheng, Dongsheng Chen, Zhiqi Huang, Hongxiang Li, Yuexian Zou |
| 2022 | EMNLP | LiteVL: Efficient Video-Language Learning with Enhanced Spatial-Temporal Modeling. | Dongsheng Chen, Chaofan Tao, Lu Hou, Lifeng Shang, Xin Jiang, Qun Liu |
| 2022 | ICASSP | Leveraging Bilinear Attention to Improve Spoken Language Understanding. | Dongsheng Chen, Zhiqi Huang, Yuexian Zou |
| 2022 | IJCAI | Towards Joint Intent Detection and Slot Filling via Higher-order Attention. | Dongsheng Chen, Zhiqi Huang, Xian Wu, Shen Ge, Yuexian Zou |
| 2013 | WISE | Semantic Approach for Rational Use of Antibiotics: A Perspective from Clinical Research. | Xiaoli Hua, Zhisheng Huang, Rui Yang, Chen Chen, Qing Hu, Dongsheng Chen, Jinguang Gu |
| 2012 | MOBIHOC | Reliable link lifetime-based cluster-head election in wireless ad hoc networks. | Dongsheng Chen, Alireza Babaei, Prathima Agrawal |