| 2026 | AAAI | STOLA: Self-Adaptive Touch-Language Framework for Tactile Commonsense Reasoning in Open-Ended Scenarios. | Ning Cheng, Jinan Xu, Jialing Chen, Bin Fang, Wenjuan Han |
| 2026 | ACL | When Helpers Become Hazards: A Benchmark for Analyzing Multimodal LLM-Powered Safety in Daily Life. | Xinyue Lou, Jinan Xu, Jingyi Yin, Xiaolong Wang, Zhaolu Kang, Liaoyouwei, Yixuan Wang, Xiangyu Shi, Fengran Mo, S. U. Yao, Kaiyu Huang |
| 2026 | ACL | Can Multi-agent Help Disambiguation in Multi-domain Translation? | Zhibo Man, Shaoyang Xu, Yujie Zhang, Yi Feng, Yuanmeng Chen, Yufeng Chen, Jinan Xu, Wenxuan Zhang |
| 2026 | ACL | Language-Coupled Reinforcement Learning for Multilingual Retrieval-Augmented Generation. | Rui Qi, Fengran Mo, Yufeng Chen, Xue Zhang, Shuo Wang, Hongliang Li, Jinan Xu, Meng Jiang, Jian-Yun Nie, Kaiyu Huang |
| 2026 | ACL | Think Natively: Unlocking Multilingual Reasoning with Consistency-Enhanced Reinforcement Learning. | Xue Zhang, Yunlong Liang, Fandong Meng, Songming Zhang, Kaiyu Huang, Yufeng Chen, Jinan Xu, Jie Zhou |
| 2026 | ICPR | TRTF: A Two-Stage Robust Training Framework for Visual Question Answering. | Yu Li, Jinan Xu |
| 2025 | ACL | AlignDistil: Token-Level Language Model Alignment as Adaptive Policy Distillation. | Songming Zhang, Xue Zhang, Tong Zhang, Bojie Hu, Yufeng Chen, Jinan Xu |
| 2025 | ACL | Enhancing Cross-Tokenizer Knowledge Distillation with Contextual Dynamical Mapping. | Yijie Chen, Yijin Liu, Fandong Meng, Yufeng Chen, Jinan Xu, Jie Zhou |
| 2025 | ACL | Migician: Revealing the Magic of Free-Form Multi-Image Grounding in Multimodal Large Language Models. | You Li, Heyu Huang, Chi Chen, Kaiyu Huang, Chao Huang, Zonghao Guo, Zhiyuan Liu, Jinan Xu, Yuhua Li, Ruixuan Li, Maosong Sun |
| 2025 | ACL | A Law Reasoning Benchmark for LLM with Tree-Organized Structures including Factum Probandum, Evidence and Experiences. | Jiaxin Shen, Jinan Xu, Huiqi Hu, Luyi Lin, Guoyang Ma, Fei Zheng, Fandong Meng, Jie Zhou, Wenjuan Han |
| 2025 | ACL | Less, but Better: Efficient Multilingual Expansion for LLMs via Layer-wise Mixture-of-Experts. | Xue Zhang, Yunlong Liang, Fandong Meng, Songming Zhang, Yufeng Chen, Jinan Xu, Jie Zhou |
| 2025 | COLING | Multilingual Knowledge Editing with Language-Agnostic Factual Neurons. | Xue Zhang, Yunlong Liang, Fandong Meng, Songming Zhang, Yufeng Chen, Jinan Xu, Jie Zhou |
| 2025 | EMNLP | Boosting Data Utilization for Multilingual Dense Retrieval. | Chao Huang, Fengran Mo, Yufeng Chen, Changhao Guan, Zhenrui Yue, Xinyu Wang, Jinan Xu, Kaiyu Huang |
| 2025 | EMNLP | Multilingual Collaborative Defense for Large Language Models. | Hongliang Li, Jinan Xu, Gengping Cui, Changhao Guan, Fengran Mo, Kaiyu Huang |
| 2025 | EMNLP | Think in Safety: Unveiling and Mitigating Safety Alignment Collapse in Multimodal Large Reasoning Model. | Xinyue Lou, You Li, Jinan Xu, Xiangyu Shi, Chi Chen, Kaiyu Huang |
| 2025 | EMNLP | DMDTEval: An Evaluation and Analysis of LLMs on Disambiguation in Multi-domain Translation. | Zhibo Man, Yuanmeng Chen, Yujie Zhang, Jinan Xu |
| 2025 | EMNLP | SoT: Structured-of-Thought Prompting Guides Multilingual Reasoning in Large Language Models. | Rui Qi, Zhibo Man, Yufeng Chen, Fengran Mo, Jinan Xu, Kaiyu Huang |
| 2025 | EMNLP | CM-Align: Consistency-based Multilingual Alignment for Large Language Models. | Xue Zhang, Yunlong Liang, Fandong Meng, Songming Zhang, Yufeng Chen, Jinan Xu, Jie Zhou |
| 2025 | ICASSP | WTU-EVAL: A Whether-or-Not Tool Usage Evaluation Benchmark for Large Language Models. | Jian Liu, Kangyun Ning, Yisong Su, Wenjuan Han, Jinan Xu, Yuanzhe Zhang |
| 2025 | NAACL | Multi-Stage LLM Fine-Tuning with a Continual Learning Setting. | Changhao Guan, Chao Huang, Hongliang Li, You Li, Ning Cheng, Zihe Liu, Yufeng Chen, Jinan Xu, Jian Liu |
| 2024 | ACL | Comments as Natural Logic Pivots: Improve Code Generation via Comment Perspective. | Yijie Chen, Yijin Liu, Fandong Meng, Yufeng Chen, Jinan Xu, Jie Zhou |
| 2024 | ACL | Continual Learning with Semi-supervised Contrastive Distillation for Incremental Neural Machine Translation. | Yunlong Liang, Fandong Meng, Jiaan Wang, Jinan Xu, Yufeng Chen, Jie Zhou |
| 2024 | ACL | Towards Multi-Relational Multi-Hop Reasoning over Dense Temporal Knowledge Graphs. | Jian Liu, Zihe Liu, Xueqiang Lyu, Peng Jin, Jinan Xu |
| 2024 | ACL | DoRA: Enhancing Parameter-Efficient Fine-Tuning with Dynamic Rank Distribution. | Yulong Mao, Kaiyu Huang, Changhao Guan, Ganglin Bao, Fengran Mo, Jinan Xu |
| 2024 | ACL | LCS: A Language Converter Strategy for Zero-Shot Neural Machine Translation. | Zengkui Sun, Yijin Liu, Fandong Meng, Jinan Xu, Yufeng Chen, Jie Zhou |
| 2024 | ACL | Outdated Issue Aware Decoding for Factual Knowledge Editing. | Zengkui Sun, Yijin Liu, Jiaan Wang, Fandong Meng, Jinan Xu, Yufeng Chen, Jie Zhou |
| 2024 | CogSci | PersonalityScanner: Exploring the Validity of Personality Assessment Based on Multimodal Signals in Virtual Reality. | Xintong Zhang, Di Lu, Huiqi Hu, Nan Jiang, Xianhao Yu, Jinan Xu, Yujia Peng, Qing Li, Wenjuan Han |
| 2024 | COLING | CollabKG: A Learnable Human-Machine-Cooperative Information Extraction Toolkit for (Event) Knowledge Graph Construction. | Xiang Wei, Yufeng Chen, Ning Cheng, Xingyu Cui, Jinan Xu, Wenjuan Han |
| 2024 | COLING | A Reinforcement Learning Approach to Improve Low-Resource Machine Translation Leveraging Domain Monolingual Data. | Hongxiao Zhang, Mingtong Liu, Chunyou Li, Yufeng Chen, Jinan Xu, Ming Zhou |
| 2024 | EMNLP | ICL: Iterative Continual Learning for Multi-domain Neural Machine Translation. | Zhibo Man, Kaiyu Huang, Yujie Zhang, Yuanmeng Chen, Yufeng Chen, Jinan Xu |
| 2024 | EMNLP | Dual-Space Knowledge Distillation for Large Language Models. | Songming Zhang, Xue Zhang, Zengkui Sun, Yufeng Chen, Jinan Xu |
| 2024 | ICASSP | Empowering Vision-Language Models for Reasoning Ability through Large Language Models. | Yueting Yang, Xintong Zhang, Jinan Xu, Wenjuan Han |
| 2024 | NAACL | SKICSE: Sentence Knowable Information Prompted by LLMs Improves Contrastive Sentence Embeddings. | Fangwei Ou, Jinan Xu |
| 2023 | ACL | Summary-Oriented Vision Modeling for Multimodal Abstractive Summarization. | Yunlong Liang, Fandong Meng, Jinan Xu, Jiaan Wang, Yufeng Chen, Jie Zhou |
| 2023 | ACL | A Multi-modal Debiasing Model with Dynamical Constraint for Robust Visual Question Answering. | Yu Li, Bojie Hu, Fengshuo Zhang, Yahan Yu, Jian Liu, Yufeng Chen, Jinan Xu |
| 2023 | ACL | Document-Level Event Argument Extraction With a Chain Reasoning Paradigm. | Jian Liu, Chen Liang, Jinan Xu, Haoyan Liu, Zhe Zhao |
| 2023 | ACL | A Holistic Approach to Reference-Free Evaluation of Machine Translation. | Hanming Wu, Wenjuan Han, Hui Di, Yufeng Chen, Jinan Xu |
| 2023 | ACL | Towards Understanding and Improving Knowledge Distillation for Neural Machine Translation. | Songming Zhang, Yunlong Liang, Shuaibo Wang, Yufeng Chen, Wenjuan Han, Jian Liu, Jinan Xu |
| 2023 | ACL | RC3: Regularized Contrastive Cross-lingual Cross-modal Pre-training. | Chulun Zhou, Yunlong Liang, Fandong Meng, Jinan Xu, Jinsong Su, Jie Zhou |
| 2023 | EMNLP | Novel Slot Detection With an Incremental Setting. | Chen Liang, Hongliang Li, Changhao Guan, Qingbin Liu, Jian Liu, Jinan Xu, Zhe Zhao |
| 2023 | EMNLP | D²TV: Dual Knowledge Distillation and Target-oriented Vision Modeling for Many-to-Many Multimodal Summarization. | Yunlong Liang, Fandong Meng, Jiaan Wang, Jinan Xu, Yufeng Chen, Jie Zhou |
| 2023 | EMNLP | MT2: Towards a Multi-Task Machine Translation Model with Translation-Specific In-Context Learning. | Chunyou Li, Mingtong Liu, Hongxiao Zhang, Yufeng Chen, Jinan Xu, Ming Zhou |
| 2023 | EMNLP | Addressing NER Annotation Noises with Uncertainty-Guided Tree-Structured CRFs. | Jian Liu, Weichang Liu, Yufeng Chen, Jinan Xu, Zhe Zhao |
| 2023 | EMNLP | Structure and Label Constrained Data Augmentation for Cross-domain Few-shot NER. | Jingyi Zhang, Ying Zhang, Yufeng Chen, Jinan Xu |
| 2023 | EMNLP | A Quality-based Syntactic Template Retriever for Syntactically-Controlled Paraphrase Generation. | Xue Zhang, Songming Zhang, Yunlong Liang, Yufeng Chen, Jian Liu, Wenjuan Han, Jinan Xu |
| 2022 | ACL | Scheduled Multi-task Learning for Neural Chat Translation. | Yunlong Liang, Fandong Meng, Jinan Xu, Yufeng Chen, Jie Zhou |
| 2022 | ACL | MSCTD: A Multimodal Sentiment Chat Translation Dataset. | Yunlong Liang, Fandong Meng, Jinan Xu, Yufeng Chen, Jie Zhou |
| 2022 | ACL | A Variational Hierarchical Model for Neural Cross-Lingual Summarization. | Yunlong Liang, Fandong Meng, Chulun Zhou, Jinan Xu, Yufeng Chen, Jinsong Su, Jie Zhou |
| 2022 | ACL | Saliency as Evidence: Event Detection with Trigger Saliency Attribution. | Jian Liu, Yufeng Chen, Jinan Xu |
| 2022 | ACL | Conditional Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation. | Songming Zhang, Yijin Liu, Fandong Meng, Yufeng Chen, Jinan Xu, Jian Liu, Jie Zhou |
| 2022 | COLING | Iterative Constrained Back-Translation for Unsupervised Domain Adaptation of Machine Translation. | Hongxiao Zhang, Hui Huang, Jiale Gao, Yufeng Chen, Jinan Xu, Jian Liu |
| 2022 | EMNLP | Cross-Align: Modeling Deep Cross-lingual Interactions for Word Alignment. | Siyu Lai, Zhen Yang, Fandong Meng, Yufeng Chen, Jinan Xu, Jie Zhou |
| 2022 | EMNLP | Long Text Generation with Topic-aware Discrete Latent Variable Model. | Erguang Yang, Mingtong Liu, Deyi Xiong, Yujie Zhang, Yufeng Chen, Jinan Xu |
| 2022 | IJCAI | Low-Resource NER by Data Augmentation With Prompting. | Jian Liu, Yufeng Chen, Jinan Xu |
| 2022 | IJCNLP | Adversarially Improving NMT Robustness to ASR Errors with Confusion Sets. | Shuaibo Wang, Yufeng Chen, Songming Zhang, Deyi Xiong, Jinan Xu |
| 2022 | NAACL | Generating Authentic Adversarial Examples beyond Meaning-preserving with Doubly Round-trip Translation. | Siyu Lai, Zhen Yang, Fandong Meng, Xue Zhang, Yufeng Chen, Jinan Xu, Jie Zhou |
| 2022 | NAACL | Learning Structural Information for Syntax-Controlled Paraphrase Generation. | Erguang Yang, Chenglin Bai, Deyi Xiong, Yujie Zhang, Yao Meng, Jinan Xu, Yufeng Chen |
| 2021 | AAAI | Infusing Multi-Source Knowledge with Heterogeneous Graph Neural Network for Emotional Conversation Generation. | Yunlong Liang, Fandong Meng, Ying Zhang, Yufeng Chen, Jinan Xu, Jie Zhou |
| 2021 | AAAI | Faster Depth-Adaptive Transformers. | Yijin Liu, Fandong Meng, Jie Zhou, Yufeng Chen, Jinan Xu |
| 2021 | ACL | Modeling Bilingual Conversational Characteristics for Neural Chat Translation. | Yunlong Liang, Fandong Meng, Yufeng Chen, Jinan Xu, Jie Zhou |
| 2021 | ACL | Confidence-Aware Scheduled Sampling for Neural Machine Translation. | Yijin Liu, Fandong Meng, Yufeng Chen, Jinan Xu, Jie Zhou |
| 2021 | ACL | Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation. | Yangyifan Xu, Yijin Liu, Fandong Meng, Jiajun Zhang, Jinan Xu, Jie Zhou |
| 2021 | ACL | Target-oriented Fine-tuning for Zero-Resource Named Entity Recognition. | Ying Zhang, Fandong Meng, Yufeng Chen, Jinan Xu, Jie Zhou |
| 2021 | EMNLP | Syntactically Diverse Adversarial Network for Knowledge-Grounded Conversation Generation. | Fuwei Cui, Hui Di, Hongjie Ren, Kazushige Ouchi, Ze Liu, Jinan Xu |
| 2021 | EMNLP | Saliency-based Multi-View Mixed Language Training for Zero-shot Cross-lingual Classification. | Siyu Lai, Hui Huang, Dong Jing, Yufeng Chen, Jinan Xu, Jian Liu |
| 2021 | EMNLP | An Iterative Multi-Knowledge Transfer Network for Aspect-Based Sentiment Analysis. | Yunlong Liang, Fandong Meng, Jinchao Zhang, Yufeng Chen, Jinan Xu, Jie Zhou |
| 2021 | EMNLP | Towards Making the Most of Dialogue Characteristics for Neural Chat Translation. | Yunlong Liang, Chulun Zhou, Fandong Meng, Jinan Xu, Yufeng Chen, Jinsong Su, Jie Zhou |
| 2021 | EMNLP | Machine Reading Comprehension as Data Augmentation: A Case Study on Implicit Event Argument Extraction. | Jian Liu, Yufeng Chen, Jinan Xu |
| 2021 | EMNLP | Scheduled Sampling Based on Decoding Steps for Neural Machine Translation. | Yijin Liu, Fandong Meng, Yufeng Chen, Jinan Xu, Jie Zhou |
| 2021 | EMNLP | Syntactically-Informed Unsupervised Paraphrasing with Non-Parallel Data. | Erguang Yang, Mingtong Liu, Deyi Xiong, Yujie Zhang, Yao Meng, Changjian Hu, Jinan Xu, Yufeng Chen |
| 2021 | IJCAI | Discourse-Level Event Temporal Ordering with Uncertainty-Guided Graph Completion. | Jian Liu, Jinan Xu, Yufeng Chen, Yujie Zhang |
| 2021 | IJCAI | Improving Stylized Neural Machine Translation with Iterative Dual Knowledge Transfer. | Xuanxuan Wu, Jian Liu, Xinjie Li, Jinan Xu, Yufeng Chen, Yujie Zhang, Hui Huang |
| 2021 | IJCAI | Cross-Domain Slot Filling as Machine Reading Comprehension. | Mengshi Yu, Jian Liu, Yufeng Chen, Jinan Xu, Yujie Zhang |
| 2020 | COLING | A Learning-Exploring Method to Generate Diverse Paraphrases with Multi-Objective Deep Reinforcement Learning. | Mingtong Liu, Erguang Yang, Deyi Xiong, Yujie Zhang, Yao Meng, Changjian Hu, Jinan Xu, Yufeng Chen |
| 2020 | IJCAI | Exploring Bilingual Parallel Corpora for Syntactically Controllable Paraphrase Generation. | Mingtong Liu, Erguang Yang, Deyi Xiong, Yujie Zhang, Chen Sheng, Changjian Hu, Jinan Xu, Yufeng Chen |
| 2020 | IJCNLP | Multi-view Classification Model for Knowledge Graph Completion. | Wenbin Jiang, Mengfei Guo, Yufeng Chen, Ying Li, Jinan Xu, Yajuan Lyu, Yong Zhu |
| 2019 | ACL | GCDT: A Global Context Enhanced Deep Transition Architecture for Sequence Labeling. | Yijin Liu, Fandong Meng, Jinchao Zhang, Jinan Xu, Yufeng Chen, Jie Zhou |
| 2019 | EMNLP | A Novel Aspect-Guided Deep Transition Model for Aspect Based Sentiment Analysis. | Yunlong Liang, Fandong Meng, Jinchao Zhang, Jinan Xu, Yufeng Chen, Jie Zhou |
| 2019 | EMNLP | CM-Net: A Novel Collaborative Memory Network for Spoken Language Understanding. | Yijin Liu, Fandong Meng, Jinchao Zhang, Jie Zhou, Yufeng Chen, Jinan Xu |
| 2019 | EMNLP | Original Semantics-Oriented Attention and Deep Fusion Network for Sentence Matching. | Mingtong Liu, Yujie Zhang, Jinan Xu, Yufeng Chen |
| 2016 | EMNLP | Automatic Cross-Lingual Similarization of Dependency Grammars for Tree-based Machine Translation. | Wenbin Jiang, Wen Zhang, Jinan Xu, Rangjia Cai |
| 2014 | COLING | Augment Dependency-to-String Translation with Fixed and Floating Structures. | Jun Xie, Jinan Xu, Qun Liu |
| 2013 | IJCNLP | An Approach of Hybrid Hierarchical Structure for Word Similarity Computing by HowNet. | Jiangming Liu, Jinan Xu, Yujie Zhang |