| 2026 | AAAI | Activating Visual Context and Commonsense Reasoning Through Masked Prediction in VLMs. | Jiaao Yu, Shenwei Li, Mingjie Han, Yifei Yin, Wenzheng Song, Chenghao Jia, Man Lan |
| 2026 | ACL | Can Intelligent Agents Revolutionize Scale Generation? | Chenghao Jia, Zhitao Yuan, Zhaokang Zong, Yifei Yin, Zhe Chen, Man Lan, Shengjun Wu |
| 2026 | ACL | CSRP: Chain-of-Thought Reasoning for Chinese Text Correction via Reinforcement Learning with Efficiency-Aware Rewards. | Wei Tian, Yuhao Zhou, Man Lan |
| 2026 | ACL | Generative Gamer: Learning Equilibrium Strategy by LLM-driven Dynamic Deduction. | Yadong Zhang, Xinshu Shen, Yupei Ren, Shangqing Zhao, Man Lan |
| 2025 | AAAI | ReactGPT: Understanding of Chemical Reactions via In-Context Tuning. | Zhe Chen, Zhe Fang, Wenhao Tian, Zhaoguang Long, Changzhi Sun, Yuefeng Chen, Hao Yuan, Honglin Li, Man Lan |
| 2025 | ACL | Towards Comprehensive Argument Analysis in Education: Dataset, Tasks, and Method. | Yupei Ren, Xinyi Zhou, Ning Zhang, Shangqing Zhao, Man Lan, Xiaopeng Bai |
| 2025 | COLING | FinDABench: Benchmarking Financial Data Analysis Ability of Large Language Models. | Shu Liu, Shangqing Zhao, Chenghao Jia, Xinlin Zhuang, Zhaoguang Long, Jie Zhou, Aimin Zhou, Man Lan, Yang Chong |
| 2025 | ICASSP | Semantic Attention and LLM-based Layout Guidance for Text-to-Image Generation. | Yuxiang Song, Zhaoguang Long, Man Lan, Changzhi Sun, Aimin Zhou, Yuefeng Chen, Hao Yuan, Fei Cao |
| 2025 | NAACL | LSDC: An Efficient and Effective Large-Scale Data Compression Method for Supervised Fine-tuning of Large Language Models. | Zhaoguang Long, Yuhao Zhou, Shangqing Zhao, Yupei Ren, Li Cai, Chenghao Jia, Zhe Chen, Zhe Fang, Yuxiang Song, Man Lan |
| 2025 | NAACL | K-Level Reasoning: Establishing Higher Order Beliefs in Large Language Models for Strategic Reasoning. | Yadong Zhang, Shaoguang Mao, Tao Ge, Xun Wang, Yan Xia, Man Lan, Furu Wei |
| 2024 | AAAI | From Coarse to Fine: A Distillation Method for Fine-Grained Emotion-Causal Span Pair Extraction in Conversation. | Xinhao Chen, Chong Yang, Changzhi Sun, Man Lan, Aimin Zhou |
| 2024 | ACL | Are U a Joke Master? Pun Generation via Multi-Stage Curriculum Learning towards a Humor LLM. | Yang Chen, Chong Yang, Tu Hu, Xinhao Chen, Man Lan, Li Cai, Xinlin Zhuang, Xuan Lin, Xin Lu, Aimin Zhou |
| 2024 | ACL | TOREE: Evaluating Topic Relevance of Student Essays for Chinese Primary and Middle School Education. | Xinlin Zhuang, Hongyi Wu, Xinshu Shen, Peimin Yu, Gaowei Yi, Xinhao Chen, Tu Hu, Yang Chen, Yupei Ren, Yadong Zhang, Youqi Song, Binxuan Liu, Man Lan |
| 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 | CEAMC: Corpus and Empirical Study of Argument Analysis in Education via LLMs. | Yupei Ren, Hongyi Wu, Zhaoguang Long, Shangqing Zhao, Xinyi Zhou, Zheqin Yin, Xinlin Zhuang, Xiaopeng Bai, Man Lan |
| 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 |
| 2024 | IJCNN | A Lightweight and Effective Multi-View Knowledge Distillation Framework for Text-Image Retrieval. | Yuxiang Song, Yuxuan Zheng, Shangqing Zhao, Shu Liu, Xinlin Zhuang, Zhaoguang Long, Changzhi Sun, Aimin Zhou, Man Lan |
| 2023 | ACL | Connective Prediction for Implicit Discourse Relation Recognition via Knowledge Distillation. | Hongyi Wu, Hao Zhou, Man Lan, Yuanbin Wu, Yadong Zhang |
| 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 |
| 2023 | IJCAI | An Effective and Efficient Time-aware Entity Alignment Framework via Two-aspect Three-view Label Propagation. | Li Cai, Xin Mao, Youshao Xiao, Changxu Wu, Man Lan |
| 2023 | IJCNN | Document-level Relation Extraction with Entity Interaction and Commonsense Knowledge. | Shen Liu, Xinshu Shen, Tingting Liu, Man Lan |
| 2022 | ACL | Understanding Gender Bias in Knowledge Base Embeddings. | Yupei Du, Qi Zheng, Yuanbin Wu, Man Lan, Yan Yang, Meirong Ma |
| 2022 | ACL | An Effective and Efficient Entity Alignment Decoding Algorithm via Third-Order Tensor Isomorphism. | Xin Mao, Meirong Ma, Hao Yuan, Jianchao Zhu, Zongyu Wang, Rui Xie, Wei Wu, Man Lan |
| 2022 | COLING | A Simple Temporal Information Matching Mechanism for Entity Alignment between Temporal Knowledge Graphs. | Li Cai, Xin Mao, Meirong Ma, Hao Yuan, Jianchao Zhu, Man Lan |
| 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 | 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 | 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 | 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 | 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 | 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 | ACL | Scaling up Open Tagging from Tens to Thousands: Comprehension Empowered Attribute Value Extraction from Product Title. | Huimin Xu, Wenting Wang, Xin Mao, Xinyu Jiang, Man Lan |
| 2019 | EMNLP | Exploring Human Gender Stereotypes with Word Association Test. | Yupei Du, Yuanbin Wu, Man Lan |
| 2019 | ICDAR | A Handwritten Chinese Text Recognizer Applying Multi-level Multimodal Fusion Network. | Yuhuan Xiu, Qingqing Wang, Hongjian Zhan, Man Lan, Yue Lu |
| 2019 | ICONIP | Residual Connection-Based Multi-step Reasoning via Commonsense Knowledge for Multiple Choice Machine Reading Comprehension. | Yixuan Sheng, Man Lan |
| 2019 | IJCNN | Hierarchical Intention Enhanced Network for Automatic Dialogue Coherence Assessment. | Yunxiao Zhou, Man Lan, Wenting Wang |
| 2018 | AAAI | Inference on Syntactic and Semantic Structures for Machine Comprehension. | Chenrui Li, Yuanbin Wu, Man Lan |
| 2018 | AAAI | A Multi-Task Learning Approach for Improving Product Title Compression with User Search Log Data. | Jingang Wang, Junfeng Tian, Long Qiu, Sheng Li, Jun Lang, Luo Si, 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 | Towards a One-stop Solution to Both Aspect Extraction and Sentiment Analysis Tasks with Neural Multi-task Learning. | Feixiang Wang, Man Lan, Wenting Wang |
| 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 | CoNLL | Two End-to-end Shallow Discourse Parsers for English and Chinese in CoNLL-2016 Shared Task. | Jianxiang Wang, Man Lan |
| 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 |
| 2016 | IJCNN | Three Convolutional Neural Network-based models for learning Sentiment Word Vectors towards sentiment analysis. | Man Lan, Zhihua Zhang, Yue Lu, Ju Wu |
| 2015 | CoNLL | A Refined End-to-End Discourse Parser. | Jianxiang Wang, Man Lan |
| 2015 | IJCNN | Integrating word embeddings and traditional NLP features to measure textual entailment and semantic relatedness of sentence pairs. | Jiang Zhao, Man Lan, Zheng-Yu Niu, Yue Lu |
| 2015 | KSEM | Building a High Performance End-to-End Explicit Discourse Parser for Practical Application. | Jianxiang Wang, Man Lan |
| 2014 | IJCNN | Recognizing cross-lingual textual entailment with co-training using similarity and difference views. | Jiang Zhao, Man Lan, Zheng-Yu Niu, Dong-Hong Ji |
| 2013 | AAAI | From Semantic to Emotional Space in Probabilistic Sense Sentiment Analysis. | Mitra Mohtarami, Man Lan, Chew Lim Tan |
| 2013 | ACL | Leveraging Synthetic Discourse Data via Multi-task Learning for Implicit Discourse Relation Recognition. | Man Lan, Yu Xu, Zheng-Yu Niu |
| 2013 | ACL | Probabilistic Sense Sentiment Similarity through Hidden Emotions. | Mitra Mohtarami, Man Lan, Chew Lim Tan |
| 2013 | ICMLC | Measuring short Text Semantic Similarity using multiple measurements. | Tiantian Zhu, Man Lan |
| 2012 | AAAI | Sense Sentiment Similarity: An Analysis. | Mitra Mohtarami, Hadi Amiri, Man Lan, Thanh Phu Tran, Chew Lim Tan |
| 2012 | ICDM | An NER-based Product Identification and Lucene-based Product Linking Approach to CPROD1 Challenge: Description of Submission System to CPROD1 Challenge. | Zhiqiang Toh, Wenting Wang, Man Lan, Xiaoli Li |
| 2012 | IJCNN | Connective prediction using machine learning for implicit discourse relation classification. | Yu Xu, Man Lan, Yue Lu, Zheng-Yu Niu, Chew Lim Tan |
| 2012 | WWW | Exploiting user profile information for answer ranking in cQA. | Zhi-Min Zhou, Man Lan, Zheng-Yu Niu, Yue Lu |
| 2011 | CIKM | Predicting the uncertainty of sentiment adjectives in indirect answers. | Mitra Mohtarami, Hadi Amiri, Man Lan, Chew Lim Tan |
| 2010 | COLING | Predicting Discourse Connectives for Implicit Discourse Relation Recognition. | Zhi-Min Zhou, Yu Xu, Zheng-Yu Niu, Man Lan, Jian Su, Chew Lim Tan |
| 2010 | SIGdial | The Effects of Discourse Connectives Prediction on Implicit Discourse Relation Recognition. | Zhi-Min Zhou, Man Lan, Zheng-Yu Niu, Yu Xu, Jian Su |
| 2009 | IJCNN | CpG-discover: A machine learning approach for CpG islands identification from human DNA sequence. | Man Lan, Yu Xu, Lin Li, Fei Wang, Ying Zuo, Yuan Chen, Chew Lim Tan, Jian Su |
| 2008 | ICASSP | Adaptive EEG signal classification using stochastic approximation methods. | Shiliang Sun, Man Lan, Yue Lu |
| 2007 | IJCNN | Text Representations for Text Categorization: A Case Study in Biomedical Domain. | Man Lan, Chew Lim Tan, Jian Su, Hwee-Boon Low |
| 2006 | AAAI | Proposing a New Term Weighting Scheme for Text Categorization. | Man Lan, Chew Lim Tan, Hwee-Boon Low |
| 2005 | IJCNN | A comparative study on term weighting schemes for text categorization. | Man Lan, Sam Yuan Sung, Hwee-Boon Low, Chew Lim Tan |
| 2005 | WWW | A comprehensive comparative study on term weighting schemes for text categorization with support vector machines. | Man Lan, Chew Lim Tan, Hwee-Boon Low, Sam Yuan Sung |
| 2004 | IJCNN | Initialization of cluster refinement algorithms: a review and comparative study. | Ji He, Man Lan, Chew Lim Tan, Sam Yuan Sung, Hwee-Boon Low |