Kentaro Inui

Disentangling the Effects of Unlearning in Measuring Parametric Faithfulness of Chain-of-Thought ACL 2026 Cell-Based Representation of Relational Binding in Language Models ACL 2026 Why Mean Pooling Works: Quantifying Second-Order Collapse in Text Embeddings ACL 2026 LLMs Faithfully and Iteratively Compute Answers During CoT: A Systematic Analysis With Multi-step Arithmetics EACL 2026 Sycophancy Hides Linearly in the Attention Heads EACL 2026 Can Language Models Handle a Non-Gregorian Calendar? The Case of the Japanese wareki AACL 2025 Grape at GenAI Detection Task 1: Leveraging Compact Models and Linguistic Features for Robust Machine-Generated Text Detection COLING 2025 FOCUS: A Benchmark for Targeted Socratic Question Generation via Source-Span Grounding AACL 2025 Library-Like Behavior In Language Models is Enhanced by Self-Referencing Causal Cycles ACL 2025 On Entity Identification in Language Models ACL 2025 Rectifying Belief Space via Unlearning to Harness LLMs’ Reasoning ACL 2025 Repetition Neurons: How Do Language Models Produce Repetitions? NAACL 2025 Can Language Models Handle a Non-Gregorian Calendar? The Case of the Japanese wareki IJCNLP 2025 FOCUS: A Benchmark for Targeted Socratic Question Generation via Source-Span Grounding IJCNLP 2025 Understanding and Controlling Repetition Neurons and Induction Heads in In-Context Learning IJCNLP 2025 Understanding the Side Effects of Rank-One Knowledge Editing EMNLP 2025 LLMs Can Compensate for Deficiencies in Visual Representations EMNLP 2025 How a Bilingual LM Becomes Bilingual: Tracing Internal Representations with Sparse Autoencoders EMNLP 2025 Spelling-out is not Straightforward: LLMs’ Capability of Tokenization from Token to Characters EMNLP 2025 SPIRIT: Patching Speech Language Models against Jailbreak Attacks EMNLP 2025 Identification of Multiple Logical Interpretations in Counter-Arguments EMNLP 2025 Understanding and Controlling Repetition Neurons and Induction Heads in In-Context Learning AACL 2025 MQM-Chat: Multidimensional Quality Metrics for Chat Translation COLING 2025 Weight-based Analysis of Detokenization in Language Models: Understanding the First Stage of Inference Without Inference NAACL 2025 The Geometry of Numerical Reasoning: Language Models Compare Numeric Properties in Linear Subspaces NAACL 2025 Japanese-English Sentence Translation Exercises Dataset for Automatic Grading EACL 2024 Analyzing Feed-Forward Blocks in Transformers through the Lens of Attention Maps ICLR 2024 Designing Logic Pattern Templates for Counter-Argument Logical Structure Analysis EMNLP 2024 Flee the Flaw: Annotating the Underlying Logic of Fallacious Arguments Through Templates and Slot-filling EMNLP 2024 Representational Analysis of Binding in Language Models EMNLP 2024 J-UniMorph: Japanese Morphological Annotation through the Universal Feature Schema NAACL 2024 Towards Automated Document Revision: Grammatical Error Correction, Fluency Edits, and Beyond NAACL 2024 First Heuristic Then Rational: Dynamic Use of Heuristics in Language Model Reasoning EMNLP 2024 A Large Collection of Model-generated Contradictory Responses for Consistency-aware Dialogue Systems ACL 2024 Monotonic Representation of Numeric Attributes in Language Models ACL 2024 To Drop or Not to Drop? Predicting Argument Ellipsis Judgments: A Case Study in Japanese COLING 2024 Empirical Investigation of Neural Symbolic Reasoning Strategies EACL 2023 An Investigation of Warning Erroneous Chat Translations in Cross-lingual Communication AACL 2023 TohokuNLP at SemEval-2023 Task 5: Clickbait Spoiling via Simple Seq2Seq Generation and Ensembling SEMEVAL 2023 An Investigation of Warning Erroneous Chat Translations in Cross-lingual Communication IJCNLP 2023 Teach Me How to Argue: A Survey on NLP Feedback Systems in Argumentation EMNLP 2023 Can LMs Store and Retrieve 1-to-N Relational Knowledge? ACL 2023 Transformer Language Models Handle Word Frequency in Prediction Head ACL 2023 TohokuNLP at SemEval-2023 Task 5: Clickbait Spoiling via Simple Seq2Seq Generation and Ensembling ACL 2023 Investigating the Effectiveness of Multiple Expert Models Collaboration EMNLP 2023 Contrastive Learning-based Sentence Encoders Implicitly Weight Informative Words EMNLP 2023 Test-time Augmentation for Factual Probing EMNLP 2023 RealTime QA: What's the Answer Right Now? NIPS 2023 Prompting for explanations improves Adversarial NLI. Is this true? {Yes} it is {true} because {it weakens superficial cues} EACL 2023 Do Deep Neural Networks Capture Compositionality in Arithmetic Reasoning? EACL 2023 Tracing and Manipulating intermediate values in Neural Math Problem Solvers EMNLP 2022 Why is sentence similarity benchmark not predictive of application-oriented task performance? AACL 2022 Chat Translation Error Detection for Assisting Cross-lingual Communications AACL 2022 Diverse Lottery Tickets Boost Ensemble from a Single Pretrained Model ACL 2022 Target-Guided Open-Domain Conversation Planning COLING 2022 Topicalization in Language Models: A Case Study on Japanese COLING 2022 Iterative Span Selection: Self-Emergence of Resolving Orders in Semantic Role Labeling COLING 2022 Cross-stitching Text and Knowledge Graph Encoders for Distantly Supervised Relation Extraction EMNLP 2022 Context Limitations Make Neural Language Models More Human-Like EMNLP 2022 SHAPE: Shifted Absolute Position Embedding for Transformers EMNLP 2021 Learning to Learn to be Right for the Right Reasons NAACL 2021 SyGNS: A Systematic Generalization Testbed Based on Natural Language Semantics IJCNLP 2021 Lower Perplexity is Not Always Human-Like IJCNLP 2021 Evaluation of Similarity-based Explanations ICLR 2021 Lower Perplexity is Not Always Human-Like ACL 2021 SyGNS: A Systematic Generalization Testbed Based on Natural Language Semantics ACL 2021 Exploring Transitivity in Neural NLI Models through Veridicality EACL 2021 Language Models as Knowledge Bases: On Entity Representations, Storage Capacity, and Paraphrased Queries EACL 2021 Two Training Strategies for Improving Relation Extraction over Universal Graph EACL 2021 Exploring Methodologies for Collecting High-Quality Implicit Reasoning in Arguments EMNLP 2021 Exploring Methods for Generating Feedback Comments for Writing Learning EMNLP 2021 Summarize-then-Answer: Generating Concise Explanations for Multi-hop Reading Comprehension EMNLP 2021 Incorporating Residual and Normalization Layers into Analysis of Masked Language Models EMNLP 2021 Transformer-based Lexically Constrained Headline Generation EMNLP 2021 Pseudo Zero Pronoun Resolution Improves Zero Anaphora Resolution EMNLP 2021 Do Neural Models Learn Systematicity of Monotonicity Inference in Natural Language? ACL 2020 Filtering Noisy Dialogue Corpora by Connectivity and Content Relatedness EMNLP 2020 Word Rotator’s Distance EMNLP 2020 Attention is Not Only a Weight: Analyzing Transformers with Vector Norms EMNLP 2020 Langsmith: An Interactive Academic Text Revision System EMNLP 2020 A Self-Refinement Strategy for Noise Reduction in Grammatical Error Correction EMNLP 2020 A System for Worldwide COVID-19 Information Aggregation EMNLP 2020 Efficient Estimation of Influence of a Training Instance EMNLP 2020 Assessing the Benchmarking Capacity of Machine Reading Comprehension Datasets AAAI 2020 Preventing Critical Scoring Errors in Short Answer Scoring with Confidence Estimation ACL 2020 Embeddings of Label Components for Sequence Labeling: A Case Study of Fine-grained Named Entity Recognition ACL 2020 R4C: A Benchmark for Evaluating RC Systems to Get the Right Answer for the Right Reason ACL 2020 Instance-Based Learning of Span Representations: A Case Study through Named Entity Recognition ACL 2020 Encoder-Decoder Models Can Benefit from Pre-trained Masked Language Models in Grammatical Error Correction ACL 2020 Evaluating Dialogue Generation Systems via Response Selection ACL 2020 Language Models as an Alternative Evaluator of Word Order Hypotheses: A Case Study in Japanese ACL 2020 Modeling Event Salience in Narratives via Barthes’ Cardinal Functions COLING 2020 An Empirical Study of Contextual Data Augmentation for Japanese Zero Anaphora Resolution COLING 2020 PheMT: A Phenomenon-wise Dataset for Machine Translation Robustness on User-Generated Contents COLING 2020 Seeing the World through Text: Evaluating Image Descriptions for Commonsense Reasoning in Machine Reading Comprehension COLING 2020 Cross-Corpora Evaluation and Analysis of Grammatical Error Correction Models — Is Single-Corpus Evaluation Enough? NAACL 2019 Annotating with Pros and Cons of Technologies in Computer Science Papers NAACL 2019 Select and Attend: Towards Controllable Content Selection in Text Generation EMNLP 2019 Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) EMNLP 2019 The Sally Smedley Hyperpartisan News Detector at SemEval-2019 Task 4 SEMEVAL 2019 Can Neural Networks Understand Monotonicity Reasoning? ACL 2019 Analytic Score Prediction and Justification Identification in Automated Short Answer Scoring ACL 2019 Subword-based Compact Reconstruction of Word Embeddings NAACL 2019 An Empirical Study of Span Representations in Argumentation Structure Parsing ACL 2019 Unsupervised Learning of Discourse-Aware Text Representation for Essay Scoring ACL 2019 TEASPN: Framework and Protocol for Integrated Writing Assistance Environments IJCNLP 2019 Transductive Learning of Neural Language Models for Syntactic and Semantic Analysis IJCNLP 2019 An Empirical Study of Incorporating Pseudo Data into Grammatical Error Correction IJCNLP 2019 Distantly Supervised Biomedical Knowledge Acquisition via Knowledge Graph Based Attention NAACL 2019 Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) IJCNLP 2019 Select and Attend: Towards Controllable Content Selection in Text Generation IJCNLP 2019 Mixture of Expert/Imitator Networks: Scalable Semi-Supervised Learning Framework AAAI 2019 Improving Evidence Detection by Leveraging Warrants EMNLP 2019 Inject Rubrics into Short Answer Grading System EMNLP 2019 When Choosing Plausible Alternatives, Clever Hans can be Clever EMNLP 2019 TEASPN: Framework and Protocol for Integrated Writing Assistance Environments EMNLP 2019 Transductive Learning of Neural Language Models for Syntactic and Semantic Analysis EMNLP 2019 An Empirical Study of Incorporating Pseudo Data into Grammatical Error Correction EMNLP 2019 Pointwise HSIC: A Linear-Time Kernelized Co-occurrence Norm for Sparse Linguistic Expressions EMNLP 2018 A Melody-Conditioned Lyrics Language Model NAACL 2018 Cross-Lingual Learning-to-Rank with Shared Representations NAACL 2018 Unsupervised Learning of Style-sensitive Word Vectors ACL 2018 Interpretable and Compositional Relation Learning by Joint Training with an Autoencoder ACL 2018 Predicting Stances from Social Media Posts using Factorization Machines COLING 2018 Investigating the Challenges of Temporal Relation Extraction from Clinical Text EMNLP 2018 Feasible Annotation Scheme for Capturing Policy Argument Reasoning using Argument Templates EMNLP 2018 Distance-Free Modeling of Multi-Predicate Interactions in End-to-End Japanese Predicate-Argument Structure Analysis COLING 2018 Unsupervised Token-wise Alignment to Improve Interpretation of Encoder-Decoder Models EMNLP 2018 What Makes Reading Comprehension Questions Easier? EMNLP 2018 Reference-based Metrics can be Replaced with Reference-less Metrics in Evaluating Grammatical Error Correction Systems IJCNLP 2017 Neural Architectures for Fine-grained Entity Type Classification EACL 2017 Learning Co-Substructures by Kernel Dependence Maximization IJCAI 2017 A Neural Language Model for Dynamically Representing the Meanings of Unknown Words and Entities in a Discourse IJCNLP 2017 Revisiting the Design Issues of Local Models for Japanese Predicate-Argument Structure Analysis IJCNLP 2017 Generating Stylistically Consistent Dialog Responses with Transfer Learning IJCNLP 2017 Proofread Sentence Generation as Multi-Task Learning with Editing Operation Prediction IJCNLP 2017 Other Topics You May Also Agree or Disagree: Modeling Inter-Topic Preferences using Tweets and Matrix Factorization ACL 2017 Modeling Context-sensitive Selectional Preference with Distributed Representations COLING 2016 Modeling Discourse Segments in Lyrics Using Repeated Patterns COLING 2016 Building a Corpus for Japanese Wikification with Fine-Grained Entity Classes ACL 2016 Composing Distributed Representations of Relational Patterns ACL 2016 Learning Semantically and Additively Compositional Distributional Representations ACL 2016 Tohoku at SemEval-2016 Task 6: Feature-based Model versus Convolutional Neural Network for Stance Detection SEMEVAL 2016 Dynamic Entity Representation with Max-pooling Improves Machine Reading NAACL 2016 NICT Disaster Information Analysis System IJCNLP 2013 Is a 204 cm Man Tall or Small ? Acquisition of Numerical Common Sense from the Web ACL 2013 Detecting Chronic Critics Based on Sentiment Polarity and User’s Behavior in Social Media ACL 2013 A Lexicon-based Investigation of Research Issues in Japanese Factuality Analysis IJCNLP 2013 Coreference Resolution with ILP-based Weighted Abduction COLING 2012 A Latent Discriminative Model for Compositional Entailment Relation Recognition using Natural Logic COLING 2012 Identifying Contradictory and Contrastive Relations between Statements to Outline Web Information on a Given Topic COLING 2010 Dependency Tree-based Sentiment Classification using CRFs with Hidden Variables NAACL 2010 WISDOM: A Web Information Credibility Analysis Systematic IJCNLP 2009 Capturing Salience with a Trainable Cache Model for Zero-anaphora Resolution ACL 2009 WISDOM: A Web Information Credibility Analysis Systematic ACL 2009 Capturing Salience with a Trainable Cache Model for Zero-anaphora Resolution IJCNLP 2009 Two-Phased Event Relation Acquisition: Coupling the Relation-Oriented and Argument-Oriented Approaches COLING 2008 Acquiring Event Relation Knowledge by Learning Cooccurrence Patterns and Fertilizing Cooccurrence Samples with Verbal Nouns IJCNLP 2008 Emotion Classification Using Massive Examples Extracted from the Web COLING 2008 Extracting Aspect-Evaluation and Aspect-Of Relations in Opinion Mining EMNLP 2007 Extracting Aspect-Evaluation and Aspect-Of Relations in Opinion Mining CONLL 2007 Exploiting Syntactic Patterns as Clues in Zero-Anaphora Resolution COLING 2006 Exploiting Syntactic Patterns as Clues in Zero-Anaphora Resolution ACL 2006 Opinion Extraction Using a Learning-Based Anaphora Resolution Technique IJCNLP 2005 A Class-oriented Approach to Building a Paraphrase Corpus IJCNLP 2005 Exploiting Lexical Conceptual Structure for Paraphrase Generation IJCNLP 2005 Committee-based Decision Making in Probabilistic Partial Parsing COLING 2000