| 2026 | ACL | Dynamic Long Context Reasoning over Compressed Memory via End-to-End Reinforcement Learning. | Zhuoen Chen, Dongfang Li, Meishan Zhang, Baotian Hu, Min Zhang |
| 2026 | ACL | Beyond Chunking: Discourse-Aware Hierarchical Retrieval for Long Document Question Answering. | Huiyao Chen, Yi Yang, Yinghui Li, Meishan Zhang, Baotian Hu, Min Zhang |
| 2026 | ACL | ERCThinker: Fast-Slow Thinking for Emotion Recognition in Conversation. | Yumeng Fu, Weitao Huang, Junjie Wu, Hao Teng, Shouduo Shang, Meishan Zhang, Bingquan Liu |
| 2026 | ACL | JoPR: Joint Emotion Perception and Reasoning for Conversational Emotion Recognition. | Yumeng Fu, Weitao Huang, Junjie Wu, Hao Teng, Meishan Zhang, Bingquan Liu |
| 2026 | ACL | ToolOmni: Enabling Open-World Tool Use via Agentic learning with Proactive Retrieval and Grounded Execution. | Shouzheng Huang, Meishan Zhang, Baotian Hu, Min Zhang |
| 2026 | ACL | Taming Actor-Observer Asymmetry in Agents via Dialectical Alignment. | Bobo Li, Rui Wu, Zibo Ji, Meishan Zhang, Hao Fei, Min Zhang, Mong-Li Lee, Wynne Hsu |
| 2026 | ACL | Less Languages, Less Tokens: An Efficient Unified Logic Cross-lingual Chain-of-Thought Reasoning Framework. | Chenyuan Zhang, Qiguang Chen, Xie Chen, Zhuotao Tian, Bowen Xing, Meishan Zhang, Libo Qin, Baotian Hu, Min Zhang |
| 2026 | ACL | Learning to Extract Rational Evidence via Reinforcement Learning for Retrieval-Augmented Generation. | Xinping Zhao, Shouzheng Huang, Yan Zhong, Xinshuo Hu, Meishan Zhang, Baotian Hu, Min Zhang |
| 2025 | ACL | Contrastive Learning on LLM Back Generation Treebank for Cross-domain Constituency Parsing. | Peiming Guo, Meishan Zhang, Jianling Li, Min Zhang, Yue Zhang |
| 2025 | ACL | LLMs Can Also Do Well! Breaking Barriers in Semantic Role Labeling via Large Language Models. | Xinxin Li, Huiyao Chen, Chengjun Liu, Jing Li, Meishan Zhang, Jun Yu, Min Zhang |
| 2025 | ACL | BrainECHO: Semantic Brain Signal Decoding through Vector-Quantized Spectrogram Reconstruction for Whisper-Enhanced Text Generation. | Jilong Li, Zhenxi Song, Jiaqi Wang, Meishan Zhang, Honghai Liu, Min Zhang, Zhiguo Zhang |
| 2025 | ACL | Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing. | Yifan Lu, Jing Li, Yigeng Zhou, Yihui Zhang, Wenya Wang, Xiucheng Li, Meishan Zhang, Fangming Liu, Jun Yu, Min Zhang |
| 2025 | ACL | Towards Text-Image Interleaved Retrieval. | Xin Zhang, Ziqi Dai, Yongqi Li, Yanzhao Zhang, Dingkun Long, Pengjun Xie, Meishan Zhang, Jun Yu, Wenjie Li, Min Zhang |
| 2025 | ACL | Speed Up Your Code: Progressive Code Acceleration Through Bidirectional Tree Editing. | Longhui Zhang, Jiahao Wang, Meishan Zhang, GaoXiong Cao, Ensheng Shi, Mayuchi Mayuchi, Jun Yu, Honghai Liu, Jing Li, Min Zhang |
| 2025 | ACL | Reflection on Knowledge Graph for Large Language Models Reasoning. | Yigeng Zhou, Wu Li, Yifan Lu, Jing Li, Fangming Liu, Meishan Zhang, Yequan Wang, Daojing He, Honghai Liu, Min Zhang |
| 2025 | COLING | LaERC-S: Improving LLM-based Emotion Recognition in Conversation with Speaker Characteristics. | Yumeng Fu, Junjie Wu, Zhongjie Wang, Meishan Zhang, Lili Shan, Yulin Wu, Bingquan Liu |
| 2025 | CVPR | Bridging Modalities: Improving Universal Multimodal Retrieval by Multimodal Large Language Models. | Xin Zhang, Yanzhao Zhang, Wen Xie, Mingxin Li, Ziqi Dai, Dingkun Long, Pengjun Xie, Meishan Zhang, Wenjie Li, Min Zhang |
| 2025 | EMNLP | When Words Smile: Generating Diverse Emotional Facial Expressions from Text. | Haidong Xu, Meishan Zhang, Hao Ju, Zhedong Zheng, Erik Cambria, Min Zhang, Hao Fei |
| 2025 | ICASSP | Complex Open Information Extraction with Heterogeneous Syntax Forests. | Meishan Zhang, Peiming Guo, Hao Fei, Min Zhang |
| 2025 | ICML | Function-to-Style Guidance of LLMs for Code Translation. | Longhui Zhang, Bin Wang, Jiahao Wang, Xiaofeng Zhao, Min Zhang, Hao Yang, Meishan Zhang, Yu Li, Jing Li, Jun Yu, Min Zhang |
| 2024 | ACL | XNLP: An Interactive Demonstration System for Universal Structured NLP. | Hao Fei, Meishan Zhang, Min Zhang, Tat-Seng Chua |
| 2024 | ACL | Semantic Role Labeling from Chinese Speech via End-to-End Learning. | Huiyao Chen, Xinxin Li, Meishan Zhang, Min Zhang |
| 2024 | ACL | Towards Demonstration-Aware Large Language Models for Machine Translation. | Chen Li, Meishan Zhang, Xuebo Liu, Zhaocong Li, Derek F. Wong, Min Zhang |
| 2024 | ACL | Recognizing Everything from All Modalities at Once: Grounded Multimodal Universal Information Extraction. | Meishan Zhang, Hao Fei, Bin Wang, Shengqiong Wu, Yixin Cao, Fei Li, Min Zhang |
| 2024 | ACL | A Two-Stage Adaptation of Large Language Models for Text Ranking. | Longhui Zhang, Yanzhao Zhang, Dingkun Long, Pengjun Xie, Meishan Zhang, Min Zhang |
| 2024 | COLING | Chinese Sequence Labeling with Semi-Supervised Boundary-Aware Language Model Pre-training. | Longhui Zhang, Dingkun Long, Meishan Zhang, Yanzhao Zhang, Pengjun Xie, Min Zhang |
| 2024 | EMNLP | mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval. | Xin Zhang, Yanzhao Zhang, Dingkun Long, Wen Xie, Ziqi Dai, Jialong Tang, Huan Lin, Baosong Yang, Pengjun Xie, Fei Huang, Meishan Zhang, Wenjie Li, Min Zhang |
| 2024 | ICASSP | In-Context Learning for Few-Shot Nested Named Entity Recognition. | Meishan Zhang, Bin Wang, Hao Fei, Min Zhang |
| 2024 | ICML | Video-of-Thought: Step-by-Step Video Reasoning from Perception to Cognition. | Hao Fei, Shengqiong Wu, Wei Ji, Hanwang Zhang, Meishan Zhang, Mong-Li Lee, Wynne Hsu |
| 2024 | ICONIP | Asymmetric Language-Aware Feature Learning for Low-Resource Cross-Lingual Image Caption. | Miaomiao Lyu, Junjie Chen, Meishan Zhang |
| 2024 | Interspeech | LLM-Driven Multimodal Opinion Expression Identification. | Bonian Jia, Huiyao Chen, Yueheng Sun, Meishan Zhang, Min Zhang |
| 2023 | AAAI | Improving Simultaneous Machine Translation with Monolingual Data. | Hexuan Deng, Liang Ding, Xuebo Liu, Meishan Zhang, Dacheng Tao, Min Zhang |
| 2023 | ACL | Scene Graph as Pivoting: Inference-time Image-free Unsupervised Multimodal Machine Translation with Visual Scene Hallucination. | Hao Fei, Qian Liu, Meishan Zhang, Min Zhang, Tat-Seng Chua |
| 2023 | ACL | Constructing Code-mixed Universal Dependency Forest for Unbiased Cross-lingual Relation Extraction. | Hao Fei, Meishan Zhang, Min Zhang, Tat-Seng Chua |
| 2023 | ACL | A Pilot Study on Dialogue-Level Dependency Parsing for Chinese. | Gongyao Jiang, Shuang Liu, Meishan Zhang, Min Zhang |
| 2023 | ACL | Generating Visual Spatial Description via Holistic 3D Scene Understanding. | Yu Zhao, Hao Fei, Wei Ji, Jianguo Wei, Meishan Zhang, Min Zhang, Tat-Seng Chua |
| 2023 | EMNLP | LLM-enhanced Self-training for Cross-domain Constituency Parsing. | Jianling Li, Meishan Zhang, Peiming Guo, Min Zhang, Yue Zhang |
| 2023 | EMNLP | PromptST: Abstract Prompt Learning for End-to-End Speech Translation. | Tengfei Yu, Liang Ding, Xuebo Liu, Kehai Chen, Meishan Zhang, Dacheng Tao, Min Zhang |
| 2023 | ICCV | Grounded Entity-Landmark Adaptive Pre-training for Vision-and-Language Navigation. | Yibo Cui, Liang Xie, Yakun Zhang, Meishan Zhang, Ye Yan, Erwei Yin |
| 2022 | AAAI | Unified Named Entity Recognition as Word-Word Relation Classification. | Jingye Li, Hao Fei, Jiang Liu, Shengqiong Wu, Meishan Zhang, Chong Teng, Donghong Ji, Fei Li |
| 2022 | AAAI | Mastering the Explicit Opinion-Role Interaction: Syntax-Aided Neural Transition System for Unified Opinion Role Labeling. | Shengqiong Wu, Hao Fei, Fei Li, Meishan Zhang, Yijiang Liu, Chong Teng, Donghong Ji |
| 2022 | ACL | RST Discourse Parsing with Second-Stage EDU-Level Pre-training. | Nan Yu, Meishan Zhang, Guohong Fu, Min Zhang |
| 2022 | ACL | Identifying Chinese Opinion Expressions with Extremely-Noisy Crowdsourcing Annotations. | Xin Zhang, Guangwei Xu, Yueheng Sun, Meishan Zhang, Xiaobin Wang, Min Zhang |
| 2022 | COLING | On the Role of Pre-trained Language Models in Word Ordering: A Case Study with BART. | Zebin Ou, Meishan Zhang, Yue Zhang |
| 2022 | COLING | Domain-Specific NER via Retrieving Correlated Samples. | Xin Zhang, Yong Jiang, Xiaobin Wang, Xuming Hu, Yueheng Sun, Pengjun Xie, Meishan Zhang |
| 2022 | EMNLP | Unsupervised Boundary-Aware Language Model Pretraining for Chinese Sequence Labeling. | Peijie Jiang, Dingkun Long, Yanzhao Zhang, Pengjun Xie, Meishan Zhang, Min Zhang |
| 2022 | EMNLP | Extending Phrase Grounding with Pronouns in Visual Dialogues. | Panzhong Lu, Xin Zhang, Meishan Zhang, Min Zhang |
| 2022 | EMNLP | Visual Spatial Description: Controlled Spatial-Oriented Image-to-Text Generation. | Yu Zhao, Jianguo Wei, Zhichao Lin, Yueheng Sun, Meishan Zhang, Min Zhang |
| 2022 | ICASSP | AISHELL-NER: Named Entity Recognition from Chinese Speech. | Boli Chen, Guangwei Xu, Xiaobin Wang, Pengjun Xie, Meishan Zhang, Fei Huang |
| 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 | NAACL | Robust Self-Augmentation for Named Entity Recognition with Meta Reweighting. | Linzhi Wu, Pengjun Xie, Jie Zhou, Meishan Zhang, Chunping Ma, Guangwei Xu, Min Zhang |
| 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 | End-to-end Semantic Role Labeling with Neural Transition-based Model. | Hao Fei, Meishan Zhang, Bobo Li, Donghong Ji |
| 2021 | ACL | A Span-Based Model for Joint Overlapped and Discontinuous Named Entity Recognition. | Fei Li, Zhichao Lin, Meishan Zhang, Donghong Ji |
| 2021 | ACL | Crowdsourcing Learning as Domain Adaptation: A Case Study on Named Entity Recognition. | Xin Zhang, Guangwei Xu, Yueheng Sun, Meishan Zhang, Pengjun Xie |
| 2021 | EMNLP | A Fine-Grained Domain Adaption Model for Joint Word Segmentation and POS Tagging. | Peijie Jiang, Dingkun Long, Yueheng Sun, Meishan Zhang, Guangwei Xu, Pengjun Xie |
| 2021 | EMNLP | A Graph-Based Neural Model for End-to-End Frame Semantic Parsing. | Zhichao Lin, Yueheng Sun, Meishan Zhang |
| 2021 | EMNLP | APGN: Adversarial and Parameter Generation Networks for Multi-Source Cross-Domain Dependency Parsing. | Ying Li, Meishan Zhang, Zhenghua Li, Min Zhang, Zhefeng Wang, Baoxing Huai, Nicholas Jing Yuan |
| 2021 | EMNLP | Chinese Opinion Role Labeling with Corpus Translation: A Pivot Study. | Ranran Zhen, Rui Wang, Guohong Fu, Chengguo Lv, Meishan Zhang |
| 2021 | WWW | Have You been Properly Notified? Automatic Compliance Analysis of Privacy Policy Text with GDPR Article 13. | Shuang Liu, Baiyang Zhao, Renjie Guo, Guozhu Meng, Fan Zhang, Meishan Zhang |
| 2020 | ACL | Cross-Lingual Semantic Role Labeling with High-Quality Translated Training Corpus. | Hao Fei, Meishan Zhang, Donghong Ji |
| 2020 | ACL | DRTS Parsing with Structure-Aware Encoding and Decoding. | Qiankun Fu, Yue Zhang, Jiangming Liu, Meishan Zhang |
| 2020 | COLING | HiTrans: A Transformer-Based Context- and Speaker-Sensitive Model for Emotion Detection in Conversations. | Jingye Li, Donghong Ji, Fei Li, Meishan Zhang, Yijiang Liu |
| 2020 | COLING | End to End Chinese Lexical Fusion Recognition with Sememe Knowledge. | Yijiang Liu, Meishan Zhang, Donghong Ji |
| 2019 | AAAI | Syntax-Aware Neural Semantic Role Labeling. | Qingrong Xia, Zhenghua Li, Min Zhang, Meishan Zhang, Guohong Fu, Rui Wang, Luo Si |
| 2019 | EMNLP | Cross-Lingual Dependency Parsing Using Code-Mixed TreeBank. | Meishan Zhang, Yue Zhang, Guohong Fu |
| 2019 | NAACL | Enhancing Opinion Role Labeling with Semantic-Aware Word Representations from Semantic Role Labeling. | Meishan Zhang, Peili Liang, Guohong Fu |
| 2019 | NAACL | Syntax-Enhanced Neural Machine Translation with Syntax-Aware Word Representations. | Meishan Zhang, Zhenghua Li, Guohong Fu, Min Zhang |
| 2018 | AAAI | SEE: Syntax-Aware Entity Embedding for Neural Relation Extraction. | Zhengqiu He, Wenliang Chen, Zhenghua Li, Meishan Zhang, Wei Zhang, Min Zhang |
| 2018 | AAAI | Adversarial Learning for Chinese NER From Crowd Annotations. | YaoSheng Yang, Meishan Zhang, Wenliang Chen, Wei Zhang, Haofen Wang, Min Zhang |
| 2018 | COLING | Transition-based Neural RST Parsing with Implicit Syntax Features. | Nan Yu, Meishan Zhang, Guohong Fu |
| 2017 | EMNLP | Transition-Based Disfluency Detection using LSTMs. | Shaolei Wang, Wanxiang Che, Yue Zhang, Meishan Zhang, Ting Liu |
| 2017 | EMNLP | End-to-End Neural Relation Extraction with Global Optimization. | Meishan Zhang, Yue Zhang, Guohong Fu |
| 2017 | IJCAI | Segmenting Chinese Microtext: Joint Informal-Word Detection and Segmentation with Neural Networks. | Meishan Zhang, Guohong Fu, Nan Yu |
| 2017 | PAKDD | A Neural Joint Model for Extracting Bacteria and Their Locations. | Fei Li, Meishan Zhang, Guohong Fu, Dong-Hong Ji |
| 2016 | AAAI | Dependency Tree Representations of Predicate-Argument Structures. | Likun Qiu, Yue Zhang, Meishan Zhang |
| 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 | AAAI | Gated Neural Networks for Targeted Sentiment Analysis. | Meishan Zhang, Yue Zhang, Duy-Tin Vo |
| 2016 | ACL | Transition-Based Neural Word Segmentation. | Meishan Zhang, Yue Zhang, Guohong Fu |
| 2016 | CICLING | Combining Discrete and Neural Features for Sequence Labeling. | Jie Yang, Zhiyang Teng, Meishan Zhang, Yue Zhang |
| 2016 | COLING | Tweet Sarcasm Detection Using Deep Neural Network. | Meishan Zhang, Yue Zhang, Guohong Fu |
| 2016 | IJCAI | Joint Models for Extracting Adverse Drug Events from Biomedical Text. | Fei Li, Yue Zhang, Meishan Zhang, Donghong Ji |
| 2016 | LREC | LibN3L: A Lightweight Package for Neural NLP. | Meishan Zhang, Jie Yang, Zhiyang Teng, Yue Zhang |
| 2015 | ACL | Event-Driven Headline Generation. | Rui Sun, Yue Zhang, Meishan Zhang, 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 | EMNLP | Combining Discrete and Continuous Features for Deterministic Transition-based Dependency Parsing. | Meishan Zhang, Yue Zhang |
| 2015 | EMNLP | Neural Networks for Open Domain Targeted Sentiment. | Meishan Zhang, Yue Zhang, Duy-Tin Vo |
| 2014 | ACL | Character-Level Chinese Dependency Parsing. | Meishan Zhang, Yue Zhang, Wanxiang Che, Ting Liu |
| 2014 | ACL | Syntactic Processing Using Global Discriminative Learning and Beam-Search Decoding. | Yue Zhang, Meishan Zhang, Ting Liu |
| 2014 | CICLING | A Semantics Oriented Grammar for Chinese Treebanking. | Meishan Zhang, Yue Zhang, Wanxiang Che, Ting Liu |
| 2014 | COLING | Jointly or Separately: Which is Better for Parsing Heterogeneous Dependencies? | Meishan Zhang, Wanxiang Che, Yanqiu Shao, Ting Liu |
| 2014 | EACL | Type-Supervised Domain Adaptation for Joint Segmentation and POS-Tagging. | Meishan Zhang, Yue Zhang, Wanxiang Che, Ting Liu |
| 2013 | ACL | Chinese Parsing Exploiting Characters. | Meishan Zhang, Yue Zhang, Wanxiang Che, Ting Liu |
| 2012 | COLING | Stacking Heterogeneous Joint Models of Chinese POS Tagging and Dependency Parsing. | Meishan Zhang, Wanxiang Che, Ting Liu, Zhenghua Li |