Jian Su

Orcid: 0009-0001-9484-5885

Affiliations:
  • Institute for Infocomm Research, Agency for Science, Technology and Research, Singapore, Singapore


According to our database1, Jian Su authored at least 83 papers between 1995 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
Dynamic task balancing for joint information extraction.
Neurocomputing, 2025

Soft Syntactic Reinforcement for Neural Event Extraction.
Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

2024
Effective type label-based synergistic representation learning for biomedical event trigger detection.
BMC Bioinform., December, 2024

Mitigating Linguistic Artifacts in Emotion Recognition for Conversations from TV Scripts to Daily Conversations.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023
A contrastive learning framework for Event Detection via semantic type prototype representation modelling.
Neurocomputing, November, 2023

Battle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco vs Bard vs ChatGPT - A Text-to-SQL Parsing Comparison.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

An Exploratory Study on Model Compression for Text-to-SQL.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
Semantic Pivoting Model for Effective Event Detection.
Proceedings of the Intelligent Information and Database Systems - 14th Asian Conference, 2022

Is Discourse Role Important for Emotion Recognition in Conversation?
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2018
Densely Connected Attention Propagation for Reading Comprehension.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Attentive Gated Lexicon Reader with Contrastive Contextual Co-Attention for Sentiment Classification.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Reasoning with Sarcasm by Reading In-Between.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2016
NLANGP at SemEval-2016 Task 5: Improving Aspect Based Sentiment Analysis using Neural Network Features.
Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

2015
NLANGP: Supervised Machine Learning System for Aspect Category Classification and Opinion Target Extraction.
Proceedings of the 9th International Workshop on Semantic Evaluation, 2015

Improving Twitter Named Entity Recognition using Word Representations.
Proceedings of the Workshop on Noisy User-generated Text, 2015

2013
Transfer joint embedding for cross-domain named entity recognition.
ACM Trans. Inf. Syst., 2013

Random walks down the mention graphs for event coreference resolution.
ACM Trans. Intell. Syst. Technol., 2013

An error driven approach to query segmentation.
Proceedings of the 22nd International World Wide Web Conference, 2013

Learning a Replacement Model for Query Segmentation with Consistency in Search Logs.
Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013

Exploiting Discourse Analysis for Article-Wide Temporal Classification.
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

2012
A Lazy Learning Model for Entity Linking using Query-Specific Information.
Proceedings of the COLING 2012, 2012

2011
I2R-NUS-MSRA at TAC 2011: Entity Linking.
Proceedings of the Fourth Text Analysis Conference, 2011

A Unified Event Coreference Resolution by Integrating Multiple Resolvers.
Proceedings of the Fifth International Joint Conference on Natural Language Processing, 2011

A Wikipedia-LDA Model for Entity Linking with Batch Size Changing Instance Selection.
Proceedings of the Fifth International Joint Conference on Natural Language Processing, 2011

Entity Linking with Effective Acronym Expansion, Instance Selection, and Topic Modeling.
Proceedings of the IJCAI 2011, 2011

Source-Selection-Free Transfer Learning.
Proceedings of the IJCAI 2011, 2011

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

NUS-I2R: Learning a Combined System for Entity Linking.
Proceedings of the Third Text Analysis Conference, 2010

The Effects of Discourse Connectives Prediction on Implicit Discourse Relation Recognition.
Proceedings of the SIGDIAL 2010 Conference, 2010

ECNU: Effective Semantic Relations Classification without Complicated Features or Multiple External Corpora.
Proceedings of the 5th International Workshop on Semantic Evaluation, 2010

A Semi-supervised Method for Classification of Semantic Relation between Nominals.
Proceedings of the International Conference on Asian Language Processing, 2010

Resolving Event Noun Phrases to Their Verbal Mentions.
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

Predicting Discourse Connectives for Implicit Discourse Relation Recognition.
Proceedings of the COLING 2010, 2010

Entity Linking Leveraging Automatically Generated Annotation.
Proceedings of the COLING 2010, 2010

A Twin-Candidate Based Approach for Event Pronoun Resolution using Composite Kernel.
Proceedings of the COLING 2010, 2010

Kernel Based Discourse Relation Recognition with Temporal Ordering Information.
Proceedings of the ACL 2010, 2010

2009
Supervised and Traditional Term Weighting Methods for Automatic Text Categorization.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

Feature generation and representations for protein-protein interaction classification.
J. Biomed. Informatics, 2009

CpG-discover: A machine learning approach for CpG islands identification from human DNA sequence.
Proceedings of the International Joint Conference on Neural Networks, 2009

2008
Mining Live Transliterations Using Incremental Learning Algorithms.
Int. J. Comput. Process. Orient. Lang., 2008

A Twin-Candidate Model for Learning-Based Anaphora Resolution.
Comput. Linguistics, 2008

The Second International Symposium on Languages in Biology and Medicine (LBM) 2007.
BMC Bioinform., 2008

Coreference Resolution in Biomedical Texts: a Machine Learning Approach.
Proceedings of the Ontologies and Text Mining for Life Sciences: Current Status and Future Perspectives, 24.03., 2008

Other-Anaphora Resolution in Biomedical Texts with Automatically Mined Patterns.
Proceedings of the COLING 2008, 2008

An Entity-Mention Model for Coreference Resolution with Inductive Logic Programming.
Proceedings of the ACL 2008, 2008

2007
Text Representations for Text Categorization: A Case Study in Biomedical Domain.
Proceedings of the International Joint Conference on Neural Networks, 2007

Coreference Resolution Using Semantic Relatedness Information from Automatically Discovered Patterns.
Proceedings of the ACL 2007, 2007

2006
I2R at TREC 2006 Genomics Track.
Proceedings of the Fifteenth Text REtrieval Conference, 2006

Exploring Syntactic Features for Relation Extraction using a Convolution Tree Kernel.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2006

Modeling Commonality among Related Classes in Relation Extraction.
Proceedings of the ACL 2006, 2006

A Composite Kernel to Extract Relations between Entities with Both Flat and Structured Features.
Proceedings of the ACL 2006, 2006

Kernel-Based Pronoun Resolution with Structured Syntactic Knowledge.
Proceedings of the ACL 2006, 2006

A Phrase-Based Statistical Model for SMS Text Normalization.
Proceedings of the ACL 2006, 2006

2005
Machine learning-based named entity recognition via effective integration of various evidences.
Nat. Lang. Eng., 2005

Recognition of protein/gene names from text using an ensemble of classifiers.
BMC Bioinform., 2005

TREC 2005 Genomics Track at I2R.
Proceedings of the Fourteenth Text REtrieval Conference, 2005

Discovering Relations Between Named Entities from a Large Raw Corpus Using Tree Similarity-Based Clustering.
Proceedings of the Natural Language Processing, 2005

A Phrase-Based Context-Dependent Joint Probability Model for Named Entity Translation.
Proceedings of the Natural Language Processing, 2005

A Twin-Candidate Model of Coreference Resolution with Non-Anaphor Identification Capability.
Proceedings of the Natural Language Processing, 2005

Mutual Information Independence Model Using Kernel Density Estimation for Segmenting and Labeling Sequential Data.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2005

Resolution of Data Sparseness in Named Entity Recognition Using Hierarchical Features and Feature Relaxation Principle.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2005

Entity-Based Noun Phrase Coreference Resolution.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2005

Exploring Various Knowledge in Relation Extraction.
Proceedings of the ACL 2005, 2005

Improving Pronoun Resolution Using Statistics-Based Semantic Compatibility Information.
Proceedings of the ACL 2005, 2005

2004
Enhancing HMM-based biomedical named entity recognition by studying special phenomena.
J. Biomed. Informatics, 2004

Recognizing names in biomedical texts: a machine learning approach.
Bioinform., 2004

Improving Noun Phrase Coreference Resolution by Matching Strings.
Proceedings of the Natural Language Processing, 2004

A Collaborative Ability Measurement for Co-training.
Proceedings of the Natural Language Processing, 2004

A High-Performance Coreference Resolution System using a Constraint-based Multi-Agent Strategy.
Proceedings of the COLING 2004, 2004

Direct Orthographical Mapping for Machine Transliteration.
Proceedings of the COLING 2004, 2004

An NP-Cluster Based Approach to Coreference Resolution.
Proceedings of the COLING 2004, 2004

Exploring Deep Knowledge Resources in Biomedical Name Recognition.
Proceedings of the International Joint Workshop on Natural Language Processing in Biomedicine and its Applications, 2004

Improving Pronoun Resolution by Incorporating Coreferential Information of Candidates.
Proceedings of the 42nd Annual Meeting of the Association for Computational Linguistics, 2004

Multi-Criteria-based Active Learning for Named Entity Recognition.
Proceedings of the 42nd Annual Meeting of the Association for Computational Linguistics, 2004

A Joint Source-Channel Model for Machine Transliteration.
Proceedings of the 42nd Annual Meeting of the Association for Computational Linguistics, 2004

2003
Effective Adaptation of Hidden Markov Model-based Named Entity Recognizer for Biomedical Domain.
Proceedings of the Workshop on Natural Language Processing in Biomedicine, 2003

Coreference Resolution Using Competition Learning Approach.
Proceedings of the 41st Annual Meeting of the Association for Computational Linguistics, 2003

A Chinese Efficient Analyser Integrating Word Segmentation, Part-Of-Speech Tagging, Partial Parsing and Full Parsing.
Proceedings of the Second Workshop on Chinese Language Processing, 2003

2002
Named Entity Recognition using an HMM-based Chunk Tagger.
Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics, 2002

2000
Error-driven HMM-based Chunk Tagger with Context-dependent Lexicon.
Proceedings of the Joint SIGDAT Conference on Empirical Methods in Natural Language Processing and Very Large Corpora, 2000

Hybrid Text Chunking.
Proceedings of the Fourth Conference on Computational Natural Language Learning, 2000

1996
Speaker time-drifting adaptation using trajectory mixture hidden Markov models.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

1995
Speaker recognition with temporal transition models.
Proceedings of the Fourth European Conference on Speech Communication and Technology, 1995


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