Initialization of cluster refinement algorithms: a review and comparative study. - Ji He; Man Lan; Chew Lim Tan; Sam Yuan Sung; Hwee-Boon Low (IJCNN, 2004)

A comparative study on term weighting schemes for text categorization. - Man Lan; Sam Yuan Sung; Hwee-Boon Low; Chew Lim Tan (IJCNN, 2005)

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 (WWW (Special interest tracks and posters), 2005)

Proposing a New Term Weighting Scheme for Text Categorization. - Man Lan; Chew Lim Tan; Hwee-Boon Low (AAAI, 2006)

Text Representations for Text Categorization: A Case Study in Biomedical Domain. - Man Lan; Chew Lim Tan; Jian Su 002; Hwee-Boon Low (IJCNN, 2007)

The Integration of Multiple Feature Representations for Protein Protein Interaction Classification Task. - Man Lan; Chew Lim Tan (LBM (Short Papers), 2007)

Adaptive EEG signal classification using stochastic approximation methods. - Shiliang Sun; Man Lan; Yue Lu 001 (ICASSP, 2008)

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 002 (IJCNN, 2009)

Feature generation and representations for protein-protein interaction classification. - Man Lan; Chew Lim Tan; Jian Su 002 (J. Biomed. Informatics, 2009)

Supervised and Traditional Term Weighting Methods for Automatic Text Categorization. - Man Lan; Chew Lim Tan; Jian Su 002; Yue Lu 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2009)

Predicting Discourse Connectives for Implicit Discourse Relation Recognition. - Zhi-Min Zhou; Yu Xu; Zheng-Yu Niu; Man Lan; Jian Su 002; Chew Lim Tan (COLING (Posters), 2010)

A Semi-supervised Method for Classification of Semantic Relation between Nominals. - Yuan Chen; Yue Lu 001; Man Lan; Jian Su 002; Zheng-Yu Niu (IALP, 2010)

ECNU: Effective Semantic Relations Classification without Complicated Features or Multiple External Corpora. - Yuan Chen; Man Lan; Jian Su 002; Zhi-Min Zhou; Yu Xu (SemEval@ACL, 2010)

The Effects of Discourse Connectives Prediction on Implicit Discourse Relation Recognition. - Zhi-Min Zhou; Man Lan; Zheng-Yu Niu; Yu Xu; Jian Su 002 (SIGDIAL Conference, 2010)

Empirical Investigations into Full-Text Protein Interaction Article Categorization Task (ACT) in the BioCreative II.5 Challenge. - Man Lan; Jian Su 002 (IEEE ACM Trans. Comput. Biol. Bioinform., 2010)

Predicting the uncertainty of sentiment adjectives in indirect answers. - Mitra Mohtarami; Hadi Amiri; Man Lan; Chew Lim Tan (CIKM, 2011)

Sense Sentiment Similarity: An Analysis. - Mitra Mohtarami; Hadi Amiri; Man Lan; Thanh Phu Tran; Chew Lim Tan (AAAI, 2012)

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 001 (ICDM Workshops, 2012)

Connective prediction using machine learning for implicit discourse relation classification. - Yu Xu; Man Lan; Yue Lu 001; Zheng-Yu Niu; Chew Lim Tan (IJCNN, 2012)

Tiantianzhu7: System Description of Semantic Textual Similarity (STS) in the SemEval-2012 (Task 6). - Tiantian Zhu; Man Lan (SemEval@NAACL-HLT, 2012)

Exploiting user profile information for answer ranking in cQA. - Zhi-Min Zhou; Man Lan; Zheng-Yu Niu; Yue Lu 001 (WWW (Companion Volume), 2012)

From Semantic to Emotional Space in Probabilistic Sense Sentiment Analysis. - Mitra Mohtarami; Man Lan; Chew Lim Tan (AAAI, 2013)

Leveraging Synthetic Discourse Data via Multi-task Learning for Implicit Discourse Relation Recognition. - Man Lan; Yu Xu; Zheng-Yu Niu (ACL (1), 2013)

Probabilistic Sense Sentiment Similarity through Hidden Emotions. - Mitra Mohtarami; Man Lan; Chew Lim Tan (ACL (1), 2013)

Measuring short Text Semantic Similarity using multiple measurements. - Tiantian Zhu; Man Lan (ICMLC, 2013)

ECNUCS: Recognizing Cross-lingual Textual Entailment Using Multiple Text Similarity and Text Difference Measures. - Jiang Zhao; Man Lan; Zheng-Yu Niu (SemEval@NAACL-HLT, 2013)

ECNUCS: Measuring Short Text Semantic Equivalence Using Multiple Similarity Measurements. - Tiantian Zhu; Man Lan (*SEM@NAACL-HLT, 2013)

Recognizing cross-lingual textual entailment with co-training using similarity and difference views. - Jiang Zhao; Man Lan; Zheng-Yu Niu; Dong-Hong Ji (IJCNN, 2014)

ECNU: A Combination Method and Multiple Features for Aspect Extraction and Sentiment Polarity Classification. - Fangxi Zhang; Zhihua Zhang; Man Lan (SemEval@COLING, 2014)

ECNU: Expression- and Message-level Sentiment Orientation Classification in Twitter Using Multiple Effective Features. - Jiang Zhao; Man Lan; Tiantian Zhu (SemEval@COLING, 2014)

ECNU: One Stone Two Birds: Ensemble of Heterogenous Measures for Semantic Relatedness and Textual Entailment. - Jiang Zhao; Tiantian Zhu; Man Lan (SemEval@COLING, 2014)

ECNU: Leveraging on Ensemble of Heterogeneous Features and Information Enrichment for Cross Level Semantic Similarity Estimation. - Tiantian Zhu; Man Lan (SemEval@COLING, 2014)

Simple May Be Best - A Simple and Effective Method for Federated Web Search via Search Engine Impact Factor Estimation. - Shan Jin; Man Lan (TREC, 2014)

Estimating Semantic Similarity between Expanded Query and Tweet Content for Microblog Retrieval. - Zhihua Zhang; Man Lan (TREC, 2014)

A Refined End-to-End Discourse Parser. - Jianxiang Wang; Man Lan (CoNLL Shared Task, 2015)

Learning sentiment-inherent word embedding for word-level and sentence-level sentiment analysis. - Zhihua Zhang; Man Lan (IALP, 2015)

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 001 (IJCNN, 2015)

Building a High Performance End-to-End Explicit Discourse Parser for Practical Application. - Jianxiang Wang; Man Lan (KSEM, 2015)

ECNU: Using Multiple Sources of CQA-based Information for Answers Selection and YES/NO Response Inference. - Liang Yi; Jianxiang Wang; Man Lan (SemEval@NAACL-HLT, 2015)

ECNU: Extracting Effective Features from Multiple Sequential Sentences for Target-dependent Sentiment Analysis in Reviews. - Zhihua Zhang; Man Lan (SemEval@NAACL-HLT, 2015)

ECNU: Multi-level Sentiment Analysis on Twitter Using Traditional Linguistic Features and Word Embedding Features. - Zhihua Zhang; GuoShun Wu; Man Lan (SemEval@NAACL-HLT, 2015)

ECNU: Leveraging Word Embeddings to Boost Performance for Paraphrase in Twitter. - Jiang Zhao; Man Lan (SemEval@NAACL-HLT, 2015)

ECNU: Using Traditional Similarity Measurements and Word Embedding for Semantic Textual Similarity Estimation. - Jiang Zhao; Man Lan; Junfeng Tian (SemEval@NAACL-HLT, 2015)

Leverage Web-based Answer Retrieval and Hierarchical Answer Selection to Improve the Performance of Live Question Answering. - GuoShun Wu; Man Lan (TREC, 2015)

Two End-to-end Shallow Discourse Parsers for English and Chinese in CoNLL-2016 Shared Task. - Jianxiang Wang; Man Lan (CoNLL Shared Task, 2016)

Dimensional sentiment analysis of traditional Chinese words using pre-trained Not-quite-right Sentiment Word Vectors and supervised ensemble models. - Feixiang Wang; Yunxiao Zhou; Man Lan (IALP, 2016)

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 (IJCNN, 2016)

Three Convolutional Neural Network-based models for learning Sentiment Word Vectors towards sentiment analysis. - Man Lan; Zhihua Zhang; Yue Lu; Ju Wu (IJCNN, 2016)

ECNU at SemEval-2016 Task 5: Extracting Effective Features from Relevant Fragments in Sentence for Aspect-Based Sentiment Analysis in Reviews. - Mengxiao Jiang; Zhihua Zhang; Man Lan (SemEval@NAACL-HLT, 2016)

ECNU at SemEval-2016 Task 1: Leveraging Word Embedding From Macro and Micro Views to Boost Performance for Semantic Textual Similarity. - Junfeng Tian; Man Lan (SemEval@NAACL-HLT, 2016)

ECNU at SemEval-2016 Task 7: An Enhanced Supervised Learning Method for Lexicon Sentiment Intensity Ranking. - Feixiang Wang; Zhihua Zhang; Man Lan (SemEval@NAACL-HLT, 2016)

ECNU at SemEval-2016 Task 3: Exploring Traditional Method and Deep Learning Method for Question Retrieval and Answer Ranking in Community Question Answering. - GuoShun Wu; Man Lan (SemEval@NAACL-HLT, 2016)

ECNU at SemEval 2016 Task 6: Relevant or Not? Supportive or Not? A Two-step Learning System for Automatic Detecting Stance in Tweets. - Zhihua Zhang; Man Lan (SemEval@NAACL-HLT, 2016)

ECNU at SemEval-2016 Task 4: An Empirical Investigation of Traditional NLP Features and Word Embedding Features for Sentence-level and Topic-level Sentiment Analysis in Twitter. - Yunxiao Zhou; Zhihua Zhang; Man Lan (SemEval@NAACL-HLT, 2016)

A Fast and Lightweight System for Multilingual Dependency Parsing. - Tao Ji; Yuanbin Wu; Man Lan (CoNLL Shared Task (2), 2017)

Large-scale Opinion Relation Extraction with Distantly Supervised Neural Network. - Changzhi Sun; Yuanbin Wu; Man Lan; Shiliang Sun; Qi Zhang 001 (EACL (1), 2017)

Multi-task Attention-based Neural Networks for Implicit Discourse Relationship Representation and Identification. - Man Lan; Jianxiang Wang; Yuanbin Wu; Zheng-Yu Niu; Haifeng Wang 001 (EMNLP, 2017)

Exploring semantic content to user profiling for user cluster-based collaborative point-of-interest recommender system. - Yuhuan Xiu; Man Lan; Yuanbin Wu; Jun Lang 001 (IALP, 2017)

Single turn Chinese emotional conversation generation based on information retrieval and question answering. - Zhiheng Zhou; Man Lan; Yuanbin Wu; Jun Lang 001 (IALP, 2017)

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 (KSEM, 2017)

A Learning Error Analysis for Structured Prediction with Approximate Inference. - Yuanbin Wu; Man Lan; Shiliang Sun; Qi Zhang 001; Xuanjing Huang 001 (NIPS, 2017)

Effective Semantic Relationship Classification of Context-Free Chinese Words with Simple Surface and Embedding Features. - Yunxiao Zhou; Man Lan; Yuanbin Wu (NLPCC, 2017)

ECNU at SemEval-2017 Task 5: An Ensemble of Regression Algorithms with Effective Features for Fine-Grained Sentiment Analysis in Financial Domain. - Mengxiao Jiang; Man Lan; Yuanbin Wu (SemEval@ACL, 2017)

ECNU at SemEval-2017 Task 1: Leverage Kernel-based Traditional NLP features and Neural Networks to Build a Universal Model for Multilingual and Cross-lingual Semantic Textual Similarity. - Junfeng Tian; Zhiheng Zhou; Man Lan; Yuanbin Wu (SemEval@ACL, 2017)

ECNU at SemEval-2017 Task 8: Rumour Evaluation Using Effective Features and Supervised Ensemble Models. - Feixiang Wang; Man Lan; Yuanbin Wu (SemEval@ACL, 2017)

ECNU at SemEval-2017 Task 3: Using Traditional and Deep Learning Methods to Address Community Question Answering Task. - GuoShun Wu; Yixuan Sheng; Man Lan; Yuanbin Wu (SemEval@ACL, 2017)

ECNU at SemEval-2017 Task 7: Using Supervised and Unsupervised Methods to Detect and Locate English Puns. - Yuhuan Xiu; Man Lan; Yuanbin Wu (SemEval@ACL, 2017)

ECNU at SemEval-2017 Task 4: Evaluating Effective Features on Machine Learning Methods for Twitter Message Polarity Classification. - Yunxiao Zhou; Man Lan; Yuanbin Wu (SemEval@ACL, 2017)

Inference on Syntactic and Semantic Structures for Machine Comprehension. - Chenrui Li; Yuanbin Wu; Man Lan (AAAI, 2018)

A Multi-Task Learning Approach for Improving Product Title Compression with User Search Log Data. - Jingang Wang; Junfeng Tian; Long Qiu; Sheng Li 017; Jun Lang 001; Luo Si; Man Lan (AAAI, 2018)

AntNLP at CoNLL 2018 Shared Task: A Graph-Based Parser for Universal Dependency Parsing. - Tao Ji; Yufang Liu; Yijun Wang; Yuanbin Wu; Man Lan (CoNLL Shared Task (2), 2018)

An Adversarial Joint Learning Model for Low-Resource Language Semantic Textual Similarity. - Junfeng Tian; Man Lan; Yuanbin Wu; Jingang Wang; Long Qiu; Sheng Li 017; Jun Lang 001; Luo Si (ECIR, 2018)

Extracting Entities and Relations with Joint Minimum Risk Training. - Changzhi Sun; Yuanbin Wu; Man Lan; Shiliang Sun; Wenting Wang; Kuang-Chih Lee; Kewen Wu 003 (EMNLP, 2018)

Memory-Based Model with Multiple Attentions for Multi-turn Response Selection. - Xingwu Lu; Man Lan; Yuanbin Wu (ICONIP (2), 2018)

Towards a One-stop Solution to Both Aspect Extraction and Sentiment Analysis Tasks with Neural Multi-task Learning. - Feixiang Wang; Man Lan; Wenting Wang (IJCNN, 2018)

A Neural Generation-based Conversation Model Using Fine-grained Emotion-guide Attention. - Zhiheng Zhou; Man Lan; Yuanbin Wu (IJCNN, 2018)

Memory-Based Matching Models for Multi-turn Response Selection in Retrieval-Based Chatbots. - Xingwu Lu; Man Lan; Yuanbin Wu (NLPCC (1), 2018)

ECNU at SemEval-2018 Task 2: Leverage Traditional NLP Features and Neural Networks Methods to Address Twitter Emoji Prediction Task. - Xingwu Lu; Xin Mao; Man Lan; Yuanbin Wu (SemEval@NAACL-HLT, 2018)

ECNU at SemEval-2018 Task 11: Using Deep Learning Method to Address Machine Comprehension Task. - Yixuan Sheng; Man Lan; Yuanbin Wu (SemEval@NAACL-HLT, 2018)

ECNU at SemEval-2018 Task 12: An End-to-End Attention-based Neural Network for the Argument Reasoning Comprehension Task. - Junfeng Tian; Man Lan; Yuanbin Wu (SemEval@NAACL-HLT, 2018)

ECNU at SemEval-2018 Task 1: Emotion Intensity Prediction Using Effective Features and Machine Learning Models. - Huimin Xu; Man Lan; Yuanbin Wu (SemEval@NAACL-HLT, 2018)

ECNU at SemEval-2018 Task 3: Exploration on Irony Detection from Tweets via Machine Learning and Deep Learning Methods. - Zhenghang Yin; Feixiang Wang; Man Lan; Wenting Wang (SemEval@NAACL-HLT, 2018)

ECNU at SemEval-2018 Task 10: Evaluating Simple but Effective Features on Machine Learning Methods for Semantic Difference Detection. - Yunxiao Zhou; Man Lan; Yuanbin Wu (SemEval@NAACL-HLT, 2018)

HGSGNLP at IEST 2018: An Ensemble of Machine Learning and Deep Neural Architectures for Implicit Emotion Classification in Tweets. - Wenting Wang; Man Lan (WASSA@EMNLP, 2018)

Graph-based Dependency Parsing with Graph Neural Networks. - Tao Ji; Yuanbin Wu; Man Lan (ACL (1), 2019)

Joint Type Inference on Entities and Relations via Graph Convolutional Networks. - Changzhi Sun; Yeyun Gong; Yuanbin Wu; Ming Gong 001; Daxin Jiang; Man Lan; Shiliang Sun; Nan Duan (ACL (1), 2019)

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 (ACL (1), 2019)

Comparative Investigation of Deep Learning Components for End-to-end Implicit Discourse Relationship Parser. - Dejian Li; Man Lan; Yuanbin Wu (CCL, 2019)

Exploring Human Gender Stereotypes with Word Association Test. - Yupei Du; Yuanbin Wu; Man Lan (EMNLP/IJCNLP (1), 2019)

A Systematic Investigation of Neural Models for Chinese Implicit Discourse Relationship Recognition. - Dejian Li; Man Lan; Yuanbin Wu (IALP, 2019)

A Handwritten Chinese Text Recognizer Applying Multi-level Multimodal Fusion Network. - Yuhuan Xiu; Qingqing Wang; Hongjian Zhan; Man Lan; Yue Lu 001 (ICDAR, 2019)

Residual Connection-Based Multi-step Reasoning via Commonsense Knowledge for Multiple Choice Machine Reading Comprehension. - Yixuan Sheng; Man Lan (ICONIP (3), 2019)

Hierarchical Intention Enhanced Network for Automatic Dialogue Coherence Assessment. - Yunxiao Zhou; Man Lan; Wenting Wang (IJCNN, 2019)

A Span-based Linearization for Constituent Trees. - Yang Wei; Yuanbin Wu; Man Lan (ACL, 2020)

Relational Reflection Entity Alignment. - Xin Mao; Wenting Wang; Huimin Xu; Yuanbin Wu; Man Lan (CIKM, 2020)

ECNU at SemEval-2020 Task 7: Assessing Humor in Edited News Headlines Using BiLSTM with Attention. - Tiantian Zhang; Zhixuan Chen; Man Lan (SemEval@COLING, 2020)

MRAEA: An Efficient and Robust Entity Alignment Approach for Cross-lingual Knowledge Graph. - Xin Mao; Wenting Wang; Huimin Xu; Man Lan; Yuanbin Wu (WSDM, 2020)

Generating CCG Categories. - Yufang Liu; Tao Ji; Yuanbin Wu; Man Lan (AAAI, 2021)

Target-dependent Event Detection: A New Task to Event Extraction from News. - Tiantian Zhang; Xin Mao; Dejian Li; Meirong Ma; Hao Yuan; Jianchao Zhu; Man Lan (IEEE BigData, 2021)

Are Negative Samples Necessary in Entity Alignment?: An Approach with High Performance, Scalability and Robustness. - Xin Mao; Wenting Wang; Yuanbin Wu; Man Lan (CIKM, 2021)

From Alignment to Assignment: Frustratingly Simple Unsupervised Entity Alignment. - Xin Mao; Wenting Wang; Yuanbin Wu; Man Lan (EMNLP (1), 2021)

A Dual-Attention Neural Network for Pun Location and Using Pun-Gloss Pairs for Interpretation. - Shen Liu; Meirong Ma; Hao Yuan; Jianguo Zhu 001; Yuanbin Wu; Man Lan (NLPCC (1), 2021)

A Unified Information Extraction System Based on Role Recognition and Combination. - Yadong Zhang; Man Lan (NLPCC (2), 2021)

RoKGDS: A Robust Knowledge Grounded Dialog System. - Jun Zhang 098; Yuxiang Sun; Yushi Zhang; Weijie Xu; Jiahao Ying; Yan Yang 008; Man Lan; Meirong Ma; Hao Yuan; Jianguo Zhu 001 (NLPCC (2), 2021)

Boosting the Speed of Entity Alignment 10 ×: Dual Attention Matching Network with Normalized Hard Sample Mining. - Xin Mao; Wenting Wang; Yuanbin Wu; Man Lan (WWW, 2021)

In-Order Chart-Based Constituent Parsing. - Yang Wei; Yuanbin Wu; Man Lan (CoRR, 2021)

A Dual-Attention Neural Network for Pun Location and Using Pun-Gloss Pairs for Interpretation. - Shen Liu; Meirong Ma; Hao Yuan; Jianchao Zhu; Yuanbin Wu; Man Lan (CoRR, 2021)

Understanding Gender Bias in Knowledge Base Embeddings. - Yupei Du; Qi Zheng; Yuanbin Wu; Man Lan; Yan Yang 008; Meirong Ma (ACL (1), 2022)

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 (ACL (1), 2022)

Element Information Enhancement for Diagram Question Answering with Synthetic Data. - Yadong Zhang; Yang Chen; Yupei Ren; Man Lan; Yuefeng Chen (CCKS (Evaluation Track), 2022)

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 (COLING, 2022)

Few Clean Instances Help Denoising Distant Supervision. - Yufang Liu; Ziyin Huang; Yijun Wang; Changzhi Sun; Man Lan; Yuanbin Wu; Xiaofeng Mou; Ding Wang (COLING, 2022)

LightEA: A Scalable, Robust, and Interpretable Entity Alignment Framework via Three-view Label Propagation. - Xin Mao; Wenting Wang; Yuanbin Wu; Man Lan (EMNLP, 2022)

Prompt-based Connective Prediction Method for Fine-grained Implicit Discourse Relation Recognition. - Hao Zhou; Man Lan; Yuanbin Wu; Yuefeng Chen; Meirong Ma (EMNLP (Findings), 2022)

Multi-modal chemical information reconstruction from images and texts for exploring the near-drug space. - Jie Wang 146; Zihao Shen; Yichen Liao; Zhen Yuan; Shiliang Li; Gaoqi He; Man Lan; Xuhong Qian; Kai Zhang 001; Honglin Li 003 (Briefings Bioinform., 2022)

Prompt-based Connective Prediction Method for Fine-grained Implicit Discourse Relation Recognition. - Hao Zhou 012; Man Lan; Yuanbin Wu; Yuefeng Chen; Meirong Ma (CoRR, 2022)

Connective Prediction for Implicit Discourse Relation Recognition via Knowledge Distillation. - Hongyi Wu; Hao Zhou; Man Lan; Yuanbin Wu; Yadong Zhang (ACL (1), 2023)

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 (EMNLP, 2023)

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 (IJCAI, 2023)

Document-level Relation Extraction with Entity Interaction and Commonsense Knowledge. - Shen Liu; Xinshu Shen; Tingting Liu; Man Lan (IJCNN, 2023)

CCC: Chinese Commercial Contracts Dataset for Documents Layout Understanding. - Shu Liu; Yongnan Jin; Harry Lu; Shangqing Zhao; Man Lan; Yuefeng Chen; Hao Yuan (NLPCC (2), 2023)

Overview of the NLPCC 2023 Shared Task: Chinese Essay Discourse Coherence Evaluation. - Hongyi Wu; Xinshu Shen; Man Lan; Xiaopeng Bai; Yuanbin Wu; Aimin Zhou; Shaoguang Mao; Tao Ge 001; Yan Xia 005 (NLPCC (3), 2023)

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 (AAAI, 2024)

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 (ACL (Findings), 2024)

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; et al. (ACL (Findings), 2024)

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 005 (EMNLP (Findings), 2024)

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 (EMNLP (Findings), 2024)

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 (EMNLP (Findings), 2024)

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 (IJCNN, 2024)

Overview of the NLPCC 2024 Shared Task 5: Argument Mining for Chinese Argumentative Essay. - Zheqin Yin; Yupei Ren; Man Lan; Yuanbin Wu; Aimin Zhou; Xiaopeng Bai (NLPCC (5), 2024)

Overview of the NLPCC 2024 Shared Task: Chinese Essay Discourse Logic Evaluation and Integration. - Yuhao Zhou; Hongyi Wu; Xinshu Shen; Man Lan; Yuanbin Wu; Xiaopeng Bai; Shaoguang Mao; Tao Ge 001; Yan Xia 005 (NLPCC (5), 2024)

Bread: A Hybrid Approach for Instruction Data Mining Through Balanced Retrieval and Dynamic Data Sampling. - Xinlin Zhuang; Xin Mao; Yuan-Hao Jiang; Hongyi Wu; Shangqing Zhao; Li Cai; Shu Liu; Yang Chen; Yuxiang Song; Chenghao Jia; Yuhao Zhou; Man Lan (NLPCC (2), 2024)

BIBench: Benchmarking Data Analysis Knowledge of Large Language Models. - Shu Liu; Shangqing Zhao; Chenghao Jia; Xinlin Zhuang; Zhaoguang Long; Man Lan (CoRR, 2024)

K-Level Reasoning with Large Language Models. - Yadong Zhang; Shaoguang Mao; Tao Ge 001; Xun Wang 012; Yan Xia 005; Man Lan; Furu Wei (CoRR, 2024)

Temporal Knowledge Graph Completion with Time-sensitive Relations in Hypercomplex Space. - Li Cai; Xin Mao; Zhihong Wang; Shangqing Zhao; Yuhao Zhou; Changxu Wu; Man Lan (CoRR, 2024)

A Survey on Temporal Knowledge Graph: Representation Learning and Applications. - Li Cai; Xin Mao; Yuhao Zhou; Zhaoguang Long; Changxu Wu; Man Lan (CoRR, 2024)

LLM as a Mastermind: A Survey of Strategic Reasoning with Large Language Models. - Yadong Zhang; Shaoguang Mao; Tao Ge 001; Xun Wang 012; Adrian de Wynter; Yan Xia 005; Wenshan Wu; Ting Song; Man Lan; Furu Wei (CoRR, 2024)

Enhancing Language Model Rationality with Bi-Directional Deliberation Reasoning. - Yadong Zhang; Shaoguang Mao; Wenshan Wu; Yan Xia 005; Tao Ge 001; Man Lan; Furu Wei (CoRR, 2024)

Cause-Aware Empathetic Response Generation via Chain-of-Thought Fine-Tuning. - Xinhao Chen; Chong Yang; Man Lan; Li Cai; Yang Chen; Tu Hu; Xinlin Zhuang; Aimin Zhou (CoRR, 2024)

EvoLlama: Enhancing LLMs' Understanding of Proteins via Multimodal Structure and Sequence Representations. - Nuowei Liu; Changzhi Sun; Tao Ji; Junfeng Tian; Jianxin Tang; Yuanbin Wu; Man Lan (CoRR, 2024)

Self-supervised BGP-graph reasoning enhanced complex KBQA via SPARQL generation. - Feng Gao; Yan Yang 008; Peng Gao 005; Ming Gu; Shangqing Zhao; Yuefeng Chen; Hao Yuan; Man Lan; Aimin Zhou; Liang He 001 (Inf. Process. Manag., 2024)

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 (AAAI, 2025)

Towards Comprehensive Argument Analysis in Education: Dataset, Tasks, and Method. - Yupei Ren; Xinyi Zhou; Ning Zhang; Shangqing Zhao; Man Lan; Xiaopeng Bai (ACL (1), 2025)

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 (COLING, 2025)

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 (ICASSP, 2025)

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 (NAACL (Findings), 2025)

K-Level Reasoning: Establishing Higher Order Beliefs in Large Language Models for Strategic Reasoning. - Yadong Zhang; Shaoguang Mao; Tao Ge 001; Xun Wang 012; Yan Xia 005; Man Lan; Furu Wei (NAACL (Long Papers), 2025)

Fùxì: A Benchmark for Evaluating Language Models on Ancient Chinese Text Understanding and Generation. - Shangqing Zhao; Yuhao Zhou; Yupei Ren; Zhe Chen; Chenghao Jia; Fang Zhe; Zhaogaung Long; Shu Liu; Man Lan (CoRR, 2025)

Protein Design with Dynamic Protein Vocabulary. - Nuowei Liu; Jiahao Kuang; Yanting Liu; Changzhi Sun; Tao Ji; Yuanbin Wu; Man Lan (CoRR, 2025)

Dongba Machine Translation with Transfer Learning: Leveraging Pre-trained Ancient Chinese Models. - Xinchen Ma; Man Lan; Wenbo Hu; Yue Lu 001 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2025)