Jun’ichi Tsujii

ELAINE-medLLM: Lightweight English Japanese Chinese Trilingual Large Language Model for Bio-medical Domain COLING 2025 Compositional Phrase Alignment and Beyond EMNLP 2020 CharacterBERT: Reconciling ELMo and BERT for Word-Level Open-Vocabulary Representations From Characters COLING 2020 Transfer Fine-Tuning: A BERT Case Study IJCNLP 2019 Transfer Fine-Tuning: A BERT Case Study EMNLP 2019 Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing EMNLP 2018 Distributed Document and Phrase Co-embeddings for Descriptive Clustering EACL 2017 A Latent Concept Topic Model for Robust Topic Inference Using Word Embeddings ACL 2016 Estimating Numerical Attributes by Bringing Together Fragmentary Clues NAACL 2015 Common Space Embedding of Primal-Dual Relation Semantic Spaces COLING 2014 Combining String and Context Similarity for Bilingual Term Alignment from Comparable Corpora EMNLP 2014 Using a Random Forest Classifier to Compile Bilingual Dictionaries of Technical Terms from Comparable Corpora EACL 2014 brat: a Web-based Tool for NLP-Assisted Text Annotation EACL 2012 Incremental Joint Approach to Word Segmentation, POS Tagging, and Dependency Parsing in Chinese ACL 2012 Akamon: An Open Source Toolkit for Tree/Forest-Based Statistical Machine Translation ACL 2012 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning CONLL 2012 Coordination Structure Analysis using Dual Decomposition EACL 2012 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning EMNLP 2012 Effective Use of Function Words for Rule Generalization in Forest-Based Translation ACL 2011 Incremental Joint POS Tagging and Dependency Parsing in Chinese IJCNLP 2011 Exploring Difficulties in Parsing Imperatives and Questions IJCNLP 2011 Imbalanced Classification Using Dictionary-based Prototypes and Hierarchical Decision Rules for Entity Sense Disambiguation COLING 2010 A Simple Approach for HPSG Supertagging Using Dependency Information NAACL 2010 Fine-Grained Tree-to-String Translation Rule Extraction ACL 2010 Evaluating Dependency Representations for Event Extraction COLING 2010 Entity-Focused Sentence Simplification for Relation Extraction COLING 2010 Simple and Efficient Algorithm for Approximate Dictionary Matching COLING 2010 Forest-guided Supertagger Training COLING 2010 A Novel Word Segmentation Approach for Written Languages with Word Boundary Markers IJCNLP 2009 Robust Approach to Abbreviating Terms: A Discriminative Latent Variable Model with Global Information IJCNLP 2009 Stochastic Gradient Descent Training for L1-regularized Log-linear Models with Cumulative Penalty IJCNLP 2009 A Comparative Study on Generalization of Semantic Roles in FrameNet IJCNLP 2009 Classifying Relations for Biomedical Named Entity Disambiguation EMNLP 2009 Supervised Learning of a Probabilistic Lexicon of Verb Semantic Classes EMNLP 2009 Stochastic Gradient Descent Training for L1-regularized Log-linear Models with Cumulative Penalty ACL 2009 Robust Approach to Abbreviating Terms: A Discriminative Latent Variable Model with Global Information ACL 2009 A Comparative Study on Generalization of Semantic Roles in FrameNet ACL 2009 A Novel Word Segmentation Approach for Written Languages with Word Boundary Markers ACL 2009 A Discriminative Latent Variable Chinese Segmenter with Hybrid Word/Character Information NAACL 2009 Descriptive and Empirical Approaches to Capturing Underlying Dependencies among Parsing Errors EMNLP 2009 Sequential Labeling with Latent Variables: An Exact Inference Algorithm and its Efficient Approximation EACL 2009 Learning Combination Features with L1 Regularization NAACL 2009 Semi-Supervised Lexicon Mining from Parenthetical Expressions in Monolingual Web Pages NAACL 2009 Fast Full Parsing by Linear-Chain Conditional Random Fields EACL 2009 A Rich Feature Vector for Protein-Protein Interaction Extraction from Multiple Corpora EMNLP 2009 Shift-Reduce Dependency DAG Parsing COLING 2008 Comparative Parser Performance Analysis across Grammar Frameworks through Automatic Tree Conversion using Synchronous Grammars COLING 2008 A Discriminative Alignment Model for Abbreviation Recognition COLING 2008 Modeling Latent-Dynamic in Shallow Parsing: A Latent Conditional Model with Improved Inference COLING 2008 Word Sense Disambiguation for All Words using Tree-Structured Conditional Random Fields COLING 2008 Exact Inference for Multi-label Classification using Sparse Graphical Models COLING 2008 Building a Bilingual Lexicon Using Phrase-based Statistical Machine Translation via a Pivot Language COLING 2008 A Discriminative Candidate Generator for String Transformations EMNLP 2008 Bilingual Synonym Identification with Spelling Variations IJCNLP 2008 Towards Data and Goal Oriented Analysis: Tool Inter-operability and Combinatorial Comparison IJCNLP 2008 A Discriminative Approach to Japanese Abbreviation Extraction IJCNLP 2008 Task-oriented Evaluation of Syntactic Parsers and Their Representations ACL 2008 HPSG Parsing with Shallow Dependency Constraints ACL 2007 A discriminative language model with pseudo-negative samples ACL 2007 Dependency Parsing and Domain Adaptation with LR Models and Parser Ensembles CONLL 2007 Dependency Parsing and Domain Adaptation with LR Models and Parser Ensembles EMNLP 2007 Improving the Scalability of Semi-Markov Conditional Random Fields for Named Entity Recognition COLING 2006 Semantic Retrieval for the Accurate Identification of Relational Concepts in Massive Textbases COLING 2006 Extremely Lexicalized Models for Accurate and Fast HPSG Parsing EMNLP 2006 Automatic Construction of Predicate-argument Structure Patterns for Biomedical Information Extraction EMNLP 2006 Translating HPSG-Style Outputs of a Robust Parser into Typed Dynamic Logic COLING 2006 Trimming CFG Parse Trees for Sentence Compression Using Machine Learning Approaches ACL 2006 Improving the Scalability of Semi-Markov Conditional Random Fields for Named Entity Recognition ACL 2006 Semantic Retrieval for the Accurate Identification of Relational Concepts in Massive Textbases ACL 2006 An Intelligent Search Engine and GUI-based Efficient MEDLINE Search Tool Based on Deep Syntactic Parsing COLING 2006 Trimming CFG Parse Trees for Sentence Compression Using Machine Learning Approaches COLING 2006 An Intelligent Search Engine and GUI-based Efficient MEDLINE Search Tool Based on Deep Syntactic Parsing ACL 2006 Translating HPSG-Style Outputs of a Robust Parser into Typed Dynamic Logic ACL 2006 Probabilistic Disambiguation Models for Wide-Coverage HPSG Parsing ACL 2005 Probabilistic CFG with Latent Annotations ACL 2005 Bidirectional Inference with the Easiest-First Strategy for Tagging Sequence Data EMNLP 2005 Adapting a Probabilistic Disambiguation Model of an HPSG Parser to a New Domain IJCNLP 2005 Assigning Polarity Scores to Reviews Using Machine Learning Techniques IJCNLP 2005 Syntax Annotation for the GENIA Corpus IJCNLP 2005 Finding Anchor Verbs for Biomedical IE Using Predicate-Argument Structures ACL 2004 Deep Linguistic Analysis for the Accurate Identification of Predicate-Argument Relations COLING 2004 A Debug Tool for Practical Grammar Development ACL 2003 Comparison between CFG Filtering Techniques for LTAG and HPSG ACL 2003 Evaluation and Extension of Maximum Entropy Models with Inequality Constraints EMNLP 2003 A model of syntactic disambiguation based on lexicalized grammars CONLL 2003 Self-Organizing Markov Models and Their Application to Part-of-Speech Tagging ACL 2003 A Robust Retrieval Engine for Proximal and Structural Search NAACL 2003 Training a Naive Bayes Classifier via the EM Algorithm with a Class Distribution Constraint CONLL 2003 Lexicalized Grammar Acquisition EACL 2003 An efficient clustering algorithm for class-based language models CONLL 2003 Invited Talk: Generic NLP Technologies: Language, Knowledge and Information Extraction ACL 2000 A Hybrid Japanese Parser with Hand-crafted Grammar and Statistics COLING 2000 Part-of-Speech Tagging Based on Hidden Markov Model Assuming Joint Independence ACL 2000 Difficulty Indices for the Named Entity Task in Japanese ACL 2000 Hidden Markov Model-Based Korean Part-of-Speech Tagging Considering High Agglutinativity, Word-Spacing, and Lexical Correlativity ACL 2000