← Authors

Kentaro Inui

164 papers · 2000–2026 · 13 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (13) 🐝 Cross-Pollinator (13) πŸƒ Academic Marathon (25) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (12) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (13) 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (3) 🏠 Conference Loyalist (21) 🀝 Dynamic Duo (38) πŸ‘₯ Mega-Team (29) 🌱 Topic Pioneer πŸ”¬ Deep Specialist (23) 🧬 Topic Evolution πŸ† Keyword Champion (2) πŸ—ƒοΈ Keyword Collector (537) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (10) ⚑ Prolific Year (20) πŸ’Ž Century Club (162) ❓ The Questioner (14) πŸš€ Conference Pioneer

Conferences

EMNLP (45) ACL (34) IJCNLP (24) COLING (21) NAACL (14) EACL (10) AACL (6) SEMEVAL (3) AAAI (2) ICLR (2) CONLL (1) IJCAI (1) NIPS (1)

Top co-authors

Jun Suzuki (38) Naoya Inoue (22) Tatsuki Kuribayashi (21) Naoaki Okazaki (18) Benjamin Heinzerling (18) Sho Yokoi (16) Paul Reisert (13) Hiroki Ouchi (13) Keisuke Sakaguchi (12) Yuji Matsumoto (11)

Research topics

Education (3) Techniques (1)

Keywords

language model (21) neural network (17) text generation (13) natural language processing (10) representation learning (9) grammatical error correction (9) attention mechanism (9) text classification (8) semantic analysis (6) large language model (6) neural machine translation (5) machine translation (5) neural language model (5) model interpretability (4) question answering (4) word embedding (4) in-context learning (4) text representation (4) named entity recognition (4) transfer learning (4)

Papers

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
The Geometry of Numerical Reasoning: Language Models Compare Numeric Properties in Linear Subspaces NAACL 2025
Library-Like Behavior In Language Models is Enhanced by Self-Referencing Causal Cycles ACL 2025
Weight-based Analysis of Detokenization in Language Models: Understanding the First Stage of Inference Without Inference NAACL 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
Grape at GenAI Detection Task 1: Leveraging Compact Models and Linguistic Features for Robust Machine-Generated Text Detection COLING 2025
MQM-Chat: Multidimensional Quality Metrics for Chat Translation COLING 2025
Rectifying Belief Space via Unlearning to Harness LLMs’ Reasoning ACL 2025
On Entity Identification in Language Models ACL 2025
Understanding and Controlling Repetition Neurons and Induction Heads in In-Context Learning AACL 2025
FOCUS: A Benchmark for Targeted Socratic Question Generation via Source-Span Grounding AACL 2025
Can Language Models Handle a Non-Gregorian Calendar? The Case of the Japanese wareki AACL 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
Monotonic Representation of Numeric Attributes in Language Models ACL 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
First Heuristic Then Rational: Dynamic Use of Heuristics in Language Model Reasoning EMNLP 2024
Japanese-English Sentence Translation Exercises Dataset for Automatic Grading EACL 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
To Drop or Not to Drop? Predicting Argument Ellipsis Judgments: A Case Study in Japanese COLING 2024
A Large Collection of Model-generated Contradictory Responses for Consistency-aware Dialogue Systems ACL 2024
Designing Logic Pattern Templates for Counter-Argument Logical Structure Analysis EMNLP 2024
Analyzing Feed-Forward Blocks in Transformers through the Lens of Attention Maps ICLR 2024
RealTime QA: What's the Answer Right Now? NIPS 2023
An Investigation of Warning Erroneous Chat Translations in Cross-lingual Communication AACL 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
Do Deep Neural Networks Capture Compositionality in Arithmetic Reasoning? EACL 2023
Empirical Investigation of Neural Symbolic Reasoning Strategies EACL 2023
Prompting for explanations improves Adversarial NLI. Is this true? {Yes} it is {true} because {it weakens superficial cues} EACL 2023
Test-time Augmentation for Factual Probing EMNLP 2023
Contrastive Learning-based Sentence Encoders Implicitly Weight Informative Words EMNLP 2023
Investigating the Effectiveness of Multiple Expert Models Collaboration EMNLP 2023
Teach Me How to Argue: A Survey on NLP Feedback Systems in Argumentation EMNLP 2023
An Investigation of Warning Erroneous Chat Translations in Cross-lingual Communication IJCNLP 2023
TohokuNLP at SemEval-2023 Task 5: Clickbait Spoiling via Simple Seq2Seq Generation and Ensembling SEMEVAL 2023
Chat Translation Error Detection for Assisting Cross-lingual Communications AACL 2022
Cross-stitching Text and Knowledge Graph Encoders for Distantly Supervised Relation Extraction EMNLP 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
Why is sentence similarity benchmark not predictive of application-oriented task performance? AACL 2022
Tracing and Manipulating intermediate values in Neural Math Problem Solvers EMNLP 2022
Diverse Lottery Tickets Boost Ensemble from a Single Pretrained Model ACL 2022
Context Limitations Make Neural Language Models More Human-Like EMNLP 2022
SyGNS: A Systematic Generalization Testbed Based on Natural Language Semantics IJCNLP 2021
Lower Perplexity is Not Always Human-Like IJCNLP 2021
Learning to Learn to be Right for the Right Reasons NAACL 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
Evaluation of Similarity-based Explanations ICLR 2021
Two Training Strategies for Improving Relation Extraction over Universal Graph EACL 2021
Exploring Methods for Generating Feedback Comments for Writing Learning EMNLP 2021
Incorporating Residual and Normalization Layers into Analysis of Masked Language Models EMNLP 2021
Lower Perplexity is Not Always Human-Like ACL 2021
Transformer-based Lexically Constrained Headline Generation EMNLP 2021
SyGNS: A Systematic Generalization Testbed Based on Natural Language Semantics ACL 2021
Summarize-then-Answer: Generating Concise Explanations for Multi-hop Reading Comprehension EMNLP 2021
Exploring Methodologies for Collecting High-Quality Implicit Reasoning in Arguments EMNLP 2021
Pseudo Zero Pronoun Resolution Improves Zero Anaphora Resolution EMNLP 2021
SHAPE: Shifted Absolute Position Embedding for Transformers EMNLP 2021
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
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
Do Neural Models Learn Systematicity of Monotonicity Inference in Natural Language? ACL 2020
Encoder-Decoder Models Can Benefit from Pre-trained Masked Language Models in Grammatical Error Correction ACL 2020
Embeddings of Label Components for Sequence Labeling: A Case Study of Fine-grained Named Entity Recognition ACL 2020
Preventing Critical Scoring Errors in Short Answer Scoring with Confidence Estimation 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
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 Span Representations in Argumentation Structure Parsing ACL 2019
Can Neural Networks Understand Monotonicity Reasoning? ACL 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
Distantly Supervised Biomedical Knowledge Acquisition via Knowledge Graph Based Attention NAACL 2019
Annotating with Pros and Cons of Technologies in Computer Science Papers NAACL 2019
Cross-Corpora Evaluation and Analysis of Grammatical Error Correction Models β€” Is Single-Corpus Evaluation Enough? NAACL 2019
Subword-based Compact Reconstruction of Word Embeddings 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
An Empirical Study of Incorporating Pseudo Data into Grammatical Error Correction 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 EMNLP 2019
Transductive Learning of Neural Language Models for Syntactic and Semantic Analysis EMNLP 2019
TEASPN: Framework and Protocol for Integrated Writing Assistance Environments EMNLP 2019
When Choosing Plausible Alternatives, Clever Hans can be Clever EMNLP 2019
Inject Rubrics into Short Answer Grading System EMNLP 2019
Improving Evidence Detection by Leveraging Warrants EMNLP 2019
TEASPN: Framework and Protocol for Integrated Writing Assistance Environments IJCNLP 2019
Analytic Score Prediction and Justification Identification in Automated Short Answer Scoring ACL 2019
The Sally Smedley Hyperpartisan News Detector at SemEval-2019 Task 4 SEMEVAL 2019
Mixture of Expert/Imitator Networks: Scalable Semi-Supervised Learning Framework AAAI 2019
Unsupervised Learning of Discourse-Aware Text Representation for Essay Scoring ACL 2019
What Makes Reading Comprehension Questions Easier? EMNLP 2018
Distance-Free Modeling of Multi-Predicate Interactions in End-to-End Japanese Predicate-Argument Structure Analysis COLING 2018
Predicting Stances from Social Media Posts using Factorization Machines COLING 2018
Pointwise HSIC: A Linear-Time Kernelized Co-occurrence Norm for Sparse Linguistic Expressions EMNLP 2018
Unsupervised Token-wise Alignment to Improve Interpretation of Encoder-Decoder Models EMNLP 2018
Feasible Annotation Scheme for Capturing Policy Argument Reasoning using Argument Templates EMNLP 2018
Investigating the Challenges of Temporal Relation Extraction from Clinical Text EMNLP 2018
Unsupervised Learning of Style-sensitive Word Vectors ACL 2018
Interpretable and Compositional Relation Learning by Joint Training with an Autoencoder ACL 2018
A Melody-Conditioned Lyrics Language Model NAACL 2018
Cross-Lingual Learning-to-Rank with Shared Representations NAACL 2018
Neural Architectures for Fine-grained Entity Type Classification EACL 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
Reference-based Metrics can be Replaced with Reference-less Metrics in Evaluating Grammatical Error Correction Systems 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
Learning Co-Substructures by Kernel Dependence Maximization IJCAI 2017
Other Topics You May Also Agree or Disagree: Modeling Inter-Topic Preferences using Tweets and Matrix Factorization ACL 2017
Dynamic Entity Representation with Max-pooling Improves Machine Reading NAACL 2016
Modeling Discourse Segments in Lyrics Using Repeated Patterns COLING 2016
Modeling Context-sensitive Selectional Preference with Distributed Representations COLING 2016
Composing Distributed Representations of Relational Patterns ACL 2016
Building a Corpus for Japanese Wikification with Fine-Grained Entity Classes ACL 2016
Tohoku at SemEval-2016 Task 6: Feature-based Model versus Convolutional Neural Network for Stance Detection SEMEVAL 2016
Learning Semantically and Additively Compositional Distributional Representations ACL 2016
Is a 204 cm Man Tall or Small ? Acquisition of Numerical Common Sense from the Web ACL 2013
A Lexicon-based Investigation of Research Issues in Japanese Factuality Analysis IJCNLP 2013
NICT Disaster Information Analysis System IJCNLP 2013
Detecting Chronic Critics Based on Sentiment Polarity and User’s Behavior in Social Media ACL 2013
A Latent Discriminative Model for Compositional Entailment Relation Recognition using Natural Logic COLING 2012
Coreference Resolution with ILP-based Weighted Abduction 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
Capturing Salience with a Trainable Cache Model for Zero-anaphora Resolution IJCNLP 2009
Capturing Salience with a Trainable Cache Model for Zero-anaphora Resolution ACL 2009
WISDOM: A Web Information Credibility Analysis Systematic ACL 2009
WISDOM: A Web Information Credibility Analysis Systematic IJCNLP 2009
Acquiring Event Relation Knowledge by Learning Cooccurrence Patterns and Fertilizing Cooccurrence Samples with Verbal Nouns IJCNLP 2008
Two-Phased Event Relation Acquisition: Coupling the Relation-Oriented and Argument-Oriented Approaches COLING 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
Exploiting Lexical Conceptual Structure for Paraphrase Generation IJCNLP 2005
A Class-oriented Approach to Building a Paraphrase Corpus IJCNLP 2005
Committee-based Decision Making in Probabilistic Partial Parsing COLING 2000