| 2025 | ACL | Towards Economical Inference: Enabling DeepSeek's Multi-Head Latent Attention in Any Transformer-based LLMs. | Tao Ji, Bin Guo, Yuanbin Wu, Qipeng Guo, Shenlixing Shenlixing, Chenzhan Chenzhan, Xipeng Qiu, Qi Zhang, Tao Gui |
| 2025 | ACL | On Support Samples of Next Word Prediction. | Yuqian Li, Yupei Du, Yufang Liu, Feifei Feng, Mou Xiao Feng, Yuanbin Wu |
| 2025 | ACL | The Role of Visual Modality in Multimodal Mathematical Reasoning: Challenges and Insights. | Yufang Liu, Yao Du, Tao Ji, Jianing Wang, Yang Liu, Yuanbin Wu, Aimin Zhou, Mengdi Zhang, Xunliang Cai |
| 2025 | ACL | Logic-Regularized Verifier Elicits Reasoning from LLMs. | Xinyu Wang, Changzhi Sun, Lian Cheng, Yuanbin Wu, Dell Zhang, Xiaoling Wang, Xuelong Li |
| 2025 | EMNLP | DVAGen: Dynamic Vocabulary Augmented Generation. | Wei Du, Nuowei Liu, Jie Wang, Jiahao Kuang, Tao Ji, Xiaoling Wang, Yuanbin Wu |
| 2025 | EMNLP | TASO: Task-Aligned Sparse Optimization for Parameter-Efficient Model Adaptation. | Daiye Miao, Yufang Liu, Jie Wang, Changzhi Sun, Yunke Zhang, Demei Yan, Shaokang Dong, Qi Zhang, Yuanbin Wu |
| 2024 | ACL | Length Generalization of Causal Transformers without Position Encoding. | Jie Wang, Tao Ji, Yuanbin Wu, Hang Yan, Tao Gui, Qi Zhang, Xuanjing Huang, Xiaoling Wang |
| 2024 | EMNLP | Boosting Large Language Models with Continual Learning for Aspect-based Sentiment Analysis. | Xuanwen Ding, Jie Zhou, Liang Dou, Qin Chen, Yuanbin Wu, Arlene Chen, Liang He |
| 2024 | EMNLP | CERD: A Comprehensive Chinese Rhetoric Dataset for Rhetorical Understanding and Generation in Essays. | Nuowei Liu, Xinhao Chen, Hongyi Wu, Changzhi Sun, Man Lan, Yuanbin Wu, Xiaopeng Bai, Shaoguang Mao, Yan Xia |
| 2024 | EMNLP | Generation with Dynamic Vocabulary. | Yanting Liu, Tao Ji, Changzhi Sun, Yuanbin Wu, Xiaoling Wang |
| 2024 | EMNLP | Investigating and Mitigating Object Hallucinations in Pretrained Vision-Language (CLIP) Models. | Yufang Liu, Tao Ji, Changzhi Sun, Yuanbin Wu, Aimin Zhou |
| 2024 | EMNLP | Towards Explainable Chinese Native Learner Essay Fluency Assessment: Dataset, Tasks, and Method. | Xinshu Shen, Hongyi Wu, Yadong Zhang, Man Lan, Xiaopeng Bai, Shaoguang Mao, Yuanbin Wu, Xinlin Zhuang, Li Cai |
| 2023 | ACL | Typology Guided Multilingual Position Representations: Case on Dependency Parsing. | Tao Ji, Yuanbin Wu, Xiaoling Wang |
| 2023 | ACL | CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors. | Peng Li, Tianxiang Sun, Qiong Tang, Hang Yan, Yuanbin Wu, Xuanjing Huang, Xipeng Qiu |
| 2023 | ACL | Rehearsal-free Continual Language Learning via Efficient Parameter Isolation. | Zhicheng Wang, Yufang Liu, Tao Ji, Xiaoling Wang, Yuanbin Wu, Congcong Jiang, Ye Chao, Zhencong Han, Ling Wang, Xu Shao, Wenqiu Zeng |
| 2023 | ACL | Connective Prediction for Implicit Discourse Relation Recognition via Knowledge Distillation. | Hongyi Wu, Hao Zhou, Man Lan, Yuanbin Wu, Yadong Zhang |
| 2023 | ACL | A Confidence-based Partial Label Learning Model for Crowd-Annotated Named Entity Recognition. | Limao Xiong, Jie Zhou, Qunxi Zhu, Xiao Wang, Yuanbin Wu, Qi Zhang, Tao Gui, Xuanjing Huang, Jin Ma, Ying Shan |
| 2023 | EMNLP | A Multi-Task Dataset for Assessing Discourse Coherence in Chinese Essays: Structure, Theme, and Logic Analysis. | Hongyi Wu, Xinshu Shen, Man Lan, Shaoguang Mao, Xiaopeng Bai, Yuanbin Wu |
| 2022 | ACL | Understanding Gender Bias in Knowledge Base Embeddings. | Yupei Du, Qi Zheng, Yuanbin Wu, Man Lan, Yan Yang, Meirong Ma |
| 2022 | COLING | Few Clean Instances Help Denoising Distant Supervision. | Yufang Liu, Ziyin Huang, Yijun Wang, Changzhi Sun, Man Lan, Yuanbin Wu, Xiaofeng Mou, Ding Wang |
| 2022 | EMNLP | LightEA: A Scalable, Robust, and Interpretable Entity Alignment Framework via Three-view Label Propagation. | Xin Mao, Wenting Wang, Yuanbin Wu, Man Lan |
| 2022 | EMNLP | Explore Unsupervised Structures in Pretrained Models for Relation Extraction. | Xi Yang, Tao Ji, Yuanbin Wu |
| 2022 | EMNLP | Prompt-based Connective Prediction Method for Fine-grained Implicit Discourse Relation Recognition. | Hao Zhou, Man Lan, Yuanbin Wu, Yuefeng Chen, Meirong Ma |
| 2021 | AAAI | Generating CCG Categories. | Yufang Liu, Tao Ji, Yuanbin Wu, Man Lan |
| 2021 | ACL | Probabilistic Graph Reasoning for Natural Proof Generation. | Changzhi Sun, Xinbo Zhang, Jiangjie Chen, Chun Gan, Yuanbin Wu, Jiaze Chen, Hao Zhou, Lei Li |
| 2021 | ACL | UniRE: A Unified Label Space for Entity Relation Extraction. | Yijun Wang, Changzhi Sun, Yuanbin Wu, Hao Zhou, Lei Li, Junchi Yan |
| 2021 | ACL | Attending via both Fine-tuning and Compressing. | Jie Zhou, Yuanbin Wu, Qin Chen, Xuanjing Huang, Liang He |
| 2021 | CIKM | Are Negative Samples Necessary in Entity Alignment?: An Approach with High Performance, Scalability and Robustness. | Xin Mao, Wenting Wang, Yuanbin Wu, Man Lan |
| 2021 | EACL | ENPAR: Enhancing Entity and Entity Pair Representations for Joint Entity Relation Extraction. | Yijun Wang, Changzhi Sun, Yuanbin Wu, Hao Zhou, Lei Li, Junchi Yan |
| 2021 | EACL | Is "hot pizza" Positive or Negative? Mining Target-aware Sentiment Lexicons. | Jie Zhou, Yuanbin Wu, Changzhi Sun, Liang He |
| 2021 | EMNLP | Word Reordering for Zero-shot Cross-lingual Structured Prediction. | Tao Ji, Yong Jiang, Tao Wang, Zhongqiang Huang, Fei Huang, Yuanbin Wu, Xiaoling Wang |
| 2021 | EMNLP | A Unified Encoding of Structures in Transition Systems. | Tao Ji, Yong Jiang, Tao Wang, Zhongqiang Huang, Fei Huang, Yuanbin Wu, Xiaoling Wang |
| 2021 | EMNLP | From Alignment to Assignment: Frustratingly Simple Unsupervised Entity Alignment. | Xin Mao, Wenting Wang, Yuanbin Wu, Man Lan |
| 2021 | WWW | Boosting the Speed of Entity Alignment 10 : Dual Attention Matching Network with Normalized Hard Sample Mining. | Xin Mao, Wenting Wang, Yuanbin Wu, Man Lan |
| 2020 | ACL | A Span-based Linearization for Constituent Trees. | Yang Wei, Yuanbin Wu, Man Lan |
| 2020 | CIKM | Relational Reflection Entity Alignment. | Xin Mao, Wenting Wang, Huimin Xu, Yuanbin Wu, Man Lan |
| 2020 | COLING | SentiX: A Sentiment-Aware Pre-Trained Model for Cross-Domain Sentiment Analysis. | Jie Zhou, Junfeng Tian, Rui Wang, Yuanbin Wu, Wenming Xiao, Liang He |
| 2020 | EMNLP | Pre-training Entity Relation Encoder with Intra-span and Inter-span Information. | Yijun Wang, Changzhi Sun, Yuanbin Wu, Junchi Yan, Peng Gao, Guotong Xie |
| 2020 | WSDM | MRAEA: An Efficient and Robust Entity Alignment Approach for Cross-lingual Knowledge Graph. | Xin Mao, Wenting Wang, Huimin Xu, Man Lan, Yuanbin Wu |
| 2019 | AAAI | Distantly Supervised Entity Relation Extraction with Adapted Manual Annotations. | Changzhi Sun, Yuanbin Wu |
| 2019 | ACL | Graph-based Dependency Parsing with Graph Neural Networks. | Tao Ji, Yuanbin Wu, Man Lan |
| 2019 | ACL | Joint Type Inference on Entities and Relations via Graph Convolutional Networks. | Changzhi Sun, Yeyun Gong, Yuanbin Wu, Ming Gong, Daxin Jiang, Man Lan, Shiliang Sun, Nan Duan |
| 2019 | EMNLP | Exploring Human Gender Stereotypes with Word Association Test. | Yupei Du, Yuanbin Wu, Man Lan |
| 2018 | AAAI | Inference on Syntactic and Semantic Structures for Machine Comprehension. | Chenrui Li, Yuanbin Wu, Man Lan |
| 2018 | CoNLL | AntNLP at CoNLL 2018 Shared Task: A Graph-Based Parser for Universal Dependency Parsing. | Tao Ji, Yufang Liu, Yijun Wang, Yuanbin Wu, Man Lan |
| 2018 | ECIR | An Adversarial Joint Learning Model for Low-Resource Language Semantic Textual Similarity. | Junfeng Tian, Man Lan, Yuanbin Wu, Jingang Wang, Long Qiu, Sheng Li, Jun Lang, Luo Si |
| 2018 | EMNLP | Extracting Entities and Relations with Joint Minimum Risk Training. | Changzhi Sun, Yuanbin Wu, Man Lan, Shiliang Sun, Wenting Wang, Kuang-Chih Lee, Kewen Wu |
| 2018 | ICONIP | Memory-Based Model with Multiple Attentions for Multi-turn Response Selection. | Xingwu Lu, Man Lan, Yuanbin Wu |
| 2018 | IJCNN | A Neural Generation-based Conversation Model Using Fine-grained Emotion-guide Attention. | Zhiheng Zhou, Man Lan, Yuanbin Wu |
| 2017 | CoNLL | A Fast and Lightweight System for Multilingual Dependency Parsing. | Tao Ji, Yuanbin Wu, Man Lan |
| 2017 | EACL | Large-scale Opinion Relation Extraction with Distantly Supervised Neural Network. | Changzhi Sun, Yuanbin Wu, Man Lan, Shiliang Sun, Qi Zhang |
| 2017 | EMNLP | Multi-task Attention-based Neural Networks for Implicit Discourse Relationship Representation and Identification. | Man Lan, Jianxiang Wang, Yuanbin Wu, Zheng-Yu Niu, Haifeng Wang |
| 2017 | KSEM | An Effective Gated and Attention-Based Neural Network Model for Fine-Grained Financial Target-Dependent Sentiment Analysis. | Mengxiao Jiang, Jianxiang Wang, Man Lan, Yuanbin Wu |
| 2016 | IJCNN | Building mutually beneficial relationships between question retrieval and answer ranking to improve performance of community question answering. | Man Lan, GuoShun Wu, Chunyun Xiao, Yuanbin Wu, Ju Wu |
| 2015 | ICML | An Online Learning Algorithm for Bilinear Models. | Yuanbin Wu, Shiliang Sun |
| 2013 | ACL | Grammatical Error Correction Using Integer Linear Programming. | Yuanbin Wu, Hwee Tou Ng |
| 2013 | CoNLL | The CoNLL-2013 Shared Task on Grammatical Error Correction. | Hwee Tou Ng, Siew Mei Wu, Yuanbin Wu, Christian Hadiwinoto, Joel R. Tetreault |
| 2011 | EMNLP | Structural Opinion Mining for Graph-based Sentiment Representation. | Yuanbin Wu, Qi Zhang, Xuanjing Huang, Lide Wu |
| 2009 | EMNLP | Phrase Dependency Parsing for Opinion Mining. | Yuanbin Wu, Qi Zhang, Xuanjing Huang, Lide Wu |
| 2009 | SIGIR | Mining product reviews based on shallow dependency parsing. | Qi Zhang, Yuanbin Wu, Tao Li, Mitsunori Ogihara, Joseph Johnson, Xuanjing Huang |