Speaker recognition with temporal transition models. - Haizhou Li 001; Jean Paul Haton; Jian Su 002; Yifan Gong 001 (EUROSPEECH, 1995)

Speaker time-drifting adaptation using trajectory mixture hidden Markov models. - Jian Su 002; Haizhou Li 001; Jean-Paul Haton; Kai-Tat Ng (ICASSP, 1996)

Hybrid Text Chunking. - Guodong Zhou; Jian Su 002; TongGuan Tey (CoNLL/LLL, 2000)

Error-driven HMM-based Chunk Tagger with Context-dependent Lexicon. - Guodong Zhou; Jian Su 002 (EMNLP, 2000)

Named Entity Recognition using an HMM-based Chunk Tagger. - Guodong Zhou; Jian Su 002 (ACL, 2002)

A Chinese Efficient Analyser Integrating Word Segmentation, Part-Of-Speech Tagging, Partial Parsing and Full Parsing. - Guodong Zhou; Jian Su 002 (SIGHAN, 2003)

Coreference Resolution Using Competition Learning Approach. - Xiaofeng Yang 001; Guodong Zhou; Jian Su 002; Chew Lim Tan (ACL, 2003)

Effective Adaptation of Hidden Markov Model-based Named Entity Recognizer for Biomedical Domain. - Dan Shen 001; Jie Zhang 011; Guodong Zhou; Jian Su 002; Chew Lim Tan (BioNLP@ACL, 2003)

A Joint Source-Channel Model for Machine Transliteration. - Haizhou Li 001; Min Zhang 005; Jian Su 002 (ACL, 2004)

Multi-Criteria-based Active Learning for Named Entity Recognition. - Dan Shen 001; Jie Zhang 011; Jian Su 002; Guodong Zhou; Chew Lim Tan (ACL, 2004)

Improving Pronoun Resolution by Incorporating Coreferential Information of Candidates. - Xiaofeng Yang 001; Jian Su 002; Guodong Zhou; Chew Lim Tan (ACL, 2004)

Exploring Deep Knowledge Resources in Biomedical Name Recognition. - Guodong Zhou; Jian Su 002 (NLPBA/BioNLP, 2004)

An NP-Cluster Based Approach to Coreference Resolution. - Xiaofeng Yang 001; Jian Su 002; Guodong Zhou; Chew Lim Tan (COLING, 2004)

Direct Orthographical Mapping for Machine Transliteration. - Min Zhang 005; Haizhou Li 001; Jian Su 002 (COLING, 2004)

A High-Performance Coreference Resolution System using a Constraint-based Multi-Agent Strategy. - Guodong Zhou; Jian Su 002 (COLING, 2004)

A Collaborative Ability Measurement for Co-training. - Dan Shen 001; Jie Zhang 011; Jian Su 002; Guodong Zhou; Chew Lim Tan (IJCNLP, 2004)

Improving Noun Phrase Coreference Resolution by Matching Strings. - Xiaofeng Yang 001; Guodong Zhou; Jian Su 002; Chew Lim Tan (IJCNLP, 2004)

Recognizing names in biomedical texts: a machine learning approach. - Guodong Zhou; Jie Zhang 011; Jian Su 002; Dan Shen 001; Chew Lim Tan (Bioinform., 2004)

Enhancing HMM-based biomedical named entity recognition by studying special phenomena. - Jie Zhang 011; Dan Shen 001; Guodong Zhou; Jian Su 002; Chew Lim Tan (J. Biomed. Informatics, 2004)

Improving Pronoun Resolution Using Statistics-Based Semantic Compatibility Information. - Xiaofeng Yang 001; Jian Su 002; Chew Lim Tan (ACL, 2005)

Exploring Various Knowledge in Relation Extraction. - Guodong Zhou; Jian Su 002; Jie Zhang 011; Min Zhang 005 (ACL, 2005)

Entity-Based Noun Phrase Coreference Resolution. - Xiaofeng Yang 001; Jian Su 002; Lingpeng Yang (CICLing, 2005)

Resolution of Data Sparseness in Named Entity Recognition Using Hierarchical Features and Feature Relaxation Principle. - Guodong Zhou; Jian Su 002; Lingpeng Yang (CICLing, 2005)

Mutual Information Independence Model Using Kernel Density Estimation for Segmenting and Labeling Sequential Data. - Guodong Zhou; Lingpeng Yang; Jian Su 002; Dong-Hong Ji (CICLing, 2005)

A Twin-Candidate Model of Coreference Resolution with Non-Anaphor Identification Capability. - Xiaofeng Yang 001; Jian Su 002; Chew Lim Tan (IJCNLP, 2005)

A Phrase-Based Context-Dependent Joint Probability Model for Named Entity Translation. - Min Zhang 005; Haizhou Li 001; Jian Su 002; Hendra Setiawan (IJCNLP, 2005)

Discovering Relations Between Named Entities from a Large Raw Corpus Using Tree Similarity-Based Clustering. - Min Zhang 005; Jian Su 002; Danmei Wang; Guodong Zhou; Chew Lim Tan (IJCNLP, 2005)

TREC 2005 Genomics Track at I2R. - Nie Yu; Lingpeng Yang; Dong-Hong Ji; Jie Zhang 011; Jian Su 002; Xiaofeng Yang 001; Soon-Heng Tan; Juan Xiao; Guodong Zhou (TREC, 2005)

Recognition of protein/gene names from text using an ensemble of classifiers. - Guodong Zhou; Dan Shen 001; Jie Zhang 011; Jian Su 002; Soon-Heng Tan (BMC Bioinform., 2005)

Machine learning-based named entity recognition via effective integration of various evidences. - Guodong Zhou; Jian Su 002 (Nat. Lang. Eng., 2005)

A Phrase-Based Statistical Model for SMS Text Normalization. - AiTi Aw; Min Zhang 005; Juan Xiao; Jian Su 002 (ACL, 2006)

Kernel-Based Pronoun Resolution with Structured Syntactic Knowledge. - Xiaofeng Yang 001; Jian Su 002; Chew Lim Tan (ACL, 2006)

A Composite Kernel to Extract Relations between Entities with Both Flat and Structured Features. - Min Zhang 005; Jie Zhang 011; Jian Su 002; Guodong Zhou (ACL, 2006)

Modeling Commonality among Related Classes in Relation Extraction. - Guodong Zhou; Jian Su 002; Min Zhang 005 (ACL, 2006)

Exploring Syntactic Features for Relation Extraction using a Convolution Tree Kernel. - Min Zhang 005; Jie Zhang 011; Jian Su 002 (HLT-NAACL, 2006)

I2R at TREC 2006 Genomics Track. - Nie Yu; Lingpeng Yang; Jie Zhang 011; Jian Su 002; Dong-Hong Ji (TREC, 2006)

Coreference Resolution Using Semantic Relatedness Information from Automatically Discovered Patterns. - Xiaofeng Yang 001; Jian Su 002 (ACL, 2007)

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

An Entity-Mention Model for Coreference Resolution with Inductive Logic Programming. - Xiaofeng Yang 001; Jian Su 002; Jun Lang 001; Chew Lim Tan; Ting Liu 001; Sheng Li 003 (ACL, 2008)

Other-Anaphora Resolution in Biomedical Texts with Automatically Mined Patterns. - Bin Chen; Xiaofeng Yang 001; Jian Su 002; Chew Lim Tan (COLING, 2008)

Coreference Resolution in Biomedical Texts: a Machine Learning Approach. - Jian Su 002; Xiaofeng Yang 001; Huaqing Hong; Yuka Tateisi; Jun'ichi Tsujii (Ontologies and Text Mining for Life Sciences, 2008)

The Second International Symposium on Languages in Biology and Medicine (LBM) 2007. - Jian Su 002; Christopher J. O. Baker (BMC Bioinform., 2008)

A Twin-Candidate Model for Learning-Based Anaphora Resolution. - Xiaofeng Yang 001; Jian Su 002; Chew Lim Tan (Comput. Linguistics, 2008)

Mining Live Transliterations Using Incremental Learning Algorithms. - Haizhou Li 001; Jin-Shea Kuo; Jian Su 002; Chih-Lung Lin (Int. J. Comput. Process. Orient. Lang., 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)

Kernel Based Discourse Relation Recognition with Temporal Ordering Information. - Wenting Wang; Jian Su 002; Chew Lim Tan (ACL, 2010)

A Twin-Candidate Based Approach for Event Pronoun Resolution using Composite Kernel. - Bin Chen; Jian Su 002; Chew Lim Tan (COLING, 2010)

Entity Linking Leveraging Automatically Generated Annotation. - Wei Zhang 038; Jian Su 002; Chew Lim Tan; Wenting Wang (COLING, 2010)

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)

Resolving Event Noun Phrases to Their Verbal Mentions. - Bin Chen; Jian Su 002; Chew Lim Tan (EMNLP, 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)

NUS-I2R: Learning a Combined System for Entity Linking. - Wei Zhang 038; Chew Lim Tan; Yan Chuan Sim; Jian Su 002 (TAC, 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)

Source-Selection-Free Transfer Learning. - Evan Wei Xiang; Sinno Jialin Pan; Weike Pan; Jian Su 002; Qiang Yang 001 (IJCAI, 2011)

Entity Linking with Effective Acronym Expansion, Instance Selection, and Topic Modeling. - Wei Zhang 038; Yan Chuan Sim; Jian Su 002; Chew Lim Tan (IJCAI, 2011)

A Wikipedia-LDA Model for Entity Linking with Batch Size Changing Instance Selection. - Wei Zhang 038; Jian Su 002; Chew Lim Tan (IJCNLP, 2011)

A Unified Event Coreference Resolution by Integrating Multiple Resolvers. - Bin Chen; Jian Su 002; Sinno Jialin Pan; Chew Lim Tan (IJCNLP, 2011)

I2R-NUS-MSRA at TAC 2011: Entity Linking. - Wei Zhang 038; Chew Lim Tan; Jian Su 002; Bin Chen; Wenting Wang; Zhiqiang Toh; Yanchuan Sim; Yunbo Cao; Chin-Yew Lin (TAC, 2011)

A Lazy Learning Model for Entity Linking using Query-Specific Information. - Wei Zhang 038; Jian Su 002; Chew Lim Tan; Yunbo Cao; Chin-Yew Lin (COLING, 2012)

Exploiting Discourse Analysis for Article-Wide Temporal Classification. - Jun-Ping Ng; Min-Yen Kan; Ziheng Lin; Vanessa Wei Feng; Bin Chen; Jian Su 002; Chew Lim Tan (EMNLP, 2013)

Learning a Replacement Model for Query Segmentation with Consistency in Search Logs. - Wei Zhang 038; Yunbo Cao; Chin-Yew Lin; Jian Su 002; Chew Lim Tan (IJCNLP, 2013)

An error driven approach to query segmentation. - Wei Zhang 038; Yunbo Cao; Chin-Yew Lin; Jian Su 002; Chew Lim Tan (WWW (Companion Volume), 2013)

Random walks down the mention graphs for event coreference resolution. - Bin Chen; Jian Su 002; Chew Lim Tan (ACM Trans. Intell. Syst. Technol., 2013)

Transfer joint embedding for cross-domain named entity recognition. - Sinno Jialin Pan; Zhiqiang Toh; Jian Su 002 (ACM Trans. Inf. Syst., 2013)

Improving Twitter Named Entity Recognition using Word Representations. - Zhiqiang Toh; Bin Chen; Jian Su 002 (NUT@IJCNLP, 2015)

NLANGP: Supervised Machine Learning System for Aspect Category Classification and Opinion Target Extraction. - Zhiqiang Toh; Jian Su 002 (SemEval@NAACL-HLT, 2015)

NLANGP at SemEval-2016 Task 5: Improving Aspect Based Sentiment Analysis using Neural Network Features. - Zhiqiang Toh; Jian Su 002 (SemEval@NAACL-HLT, 2016)

Reasoning with Sarcasm by Reading In-Between. - Yi Tay; Anh Tuan Luu; Siu Cheung Hui; Jian Su 002 (ACL (1), 2018)

Attentive Gated Lexicon Reader with Contrastive Contextual Co-Attention for Sentiment Classification. - Yi Tay; Anh Tuan Luu; Siu Cheung Hui; Jian Su 002 (EMNLP, 2018)

Densely Connected Attention Propagation for Reading Comprehension. - Yi Tay; Anh Tuan Luu; Siu Cheung Hui; Jian Su 002 (NeurIPS, 2018)

Is Discourse Role Important for Emotion Recognition in Conversation? - Donovan Ong; Jian Su 002; Bin Chen; Anh Tuan Luu; Ashok Narendranath; Yue Li; Shuqi Sun; Yingzhan Lin; Haifeng Wang 001 (AAAI, 2022)

Semantic Pivoting Model for Effective Event Detection. - Anran Hao; Siu Cheung Hui; Jian Su 002 (ACIIDS (2), 2022)

An Exploratory Study on Model Compression for Text-to-SQL. - Shuo Sun; Yuze Gao; Yuchen Zhang; Jian Su 002; Bin Chen; Yingzhan Lin; Shuqi Sun (ACL (Findings), 2023)

Battle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco vs Bard vs ChatGPT - A Text-to-SQL Parsing Comparison. - Shuo Sun; Yuchen Zhang; Jiahuan Yan; Yuze Gao; Donovan Ong; Bin Chen; Jian Su 002 (EMNLP (Findings), 2023)

A contrastive learning framework for Event Detection via semantic type prototype representation modelling. - Anran Hao; Anh Tuan Luu; Siu Cheung Hui; Jian Su 002 (Neurocomputing, 2023)

Mitigating Linguistic Artifacts in Emotion Recognition for Conversations from TV Scripts to Daily Conversations. - Donovan Ong; Shuo Sun; Jian Su 002; Bin Chen (LREC/COLING, 2024)

Effective type label-based synergistic representation learning for biomedical event trigger detection. - Anran Hao; Haohan Yuan; Siu Cheung Hui; Jian Su 002 (BMC Bioinform., 2024)

Soft Syntactic Reinforcement for Neural Event Extraction. - Anran Hao; Jian Su 002; Shuo Sun; Teo Yong Sen (NAACL (Long Papers), 2025)

Dynamic task balancing for joint information extraction. - Anran Hao; Shuo Sun; Jian Su 002; Siu Cheung Hui; Anh Tuan Luu (Neurocomputing, 2025)