Naoya Inoue

Improving Chain-of-Thought for Logical Reasoning via Attention-Aware Intervention EACL 2026 On the Additive Compositionality of Task Vectors in Vision–Language Models EACL 2026 Fine-grained Confidence Estimation for Spurious Correctness Detection in Large Language Models IJCNLP 2025 FOCUS: A Benchmark for Targeted Socratic Question Generation via Source-Span Grounding IJCNLP 2025 Identification of Multiple Logical Interpretations in Counter-Arguments EMNLP 2025 LLM DEBATE OPPONENT : Counter-argument Generation focusing on Implicit and Critical Premises NAACL 2025 Mechanistic Fine-tuning for In-context Learning EMNLP 2025 On Effects of Steering Latent Representation for Large Language Model Unlearning AAAI 2025 Revisiting In-context Learning Inference Circuit in Large Language Models ICLR 2025 The Transfer Neurons Hypothesis: An Underlying Mechanism for Language Latent Space Transitions in Multilingual LLMs EMNLP 2025 Token-based Decision Criteria Are Suboptimal in In-context Learning NAACL 2025 Understanding Token Probability Encoding in Output Embeddings COLING 2025 Analysis of LLM’s “Spurious” Correct Answers Using Evidence Information of Multi-hop QA Datasets ACL 2024 Arukikata Travelogue Dataset with Geographic Entity Mention, Coreference, and Link Annotation EACL 2024 Designing Logic Pattern Templates for Counter-Argument Logical Structure Analysis EMNLP 2024 Find-the-Common: A Benchmark for Explaining Visual Patterns from Images COLING 2024 Flee the Flaw: Annotating the Underlying Logic of Fallacious Arguments Through Templates and Slot-filling EMNLP 2024 JEMHopQA: Dataset for Japanese Explainable Multi-Hop Question Answering COLING 2024 Discovering Highly Influential Shortcut Reasoning: An Automated Template-Free Approach EMNLP 2023 Teach Me How to Argue: A Survey on NLP Feedback Systems in Argumentation EMNLP 2023 Detecting Dissonant Stance in Social Media: The Role of Topic Exposure EMNLP 2022 Learning and Evaluating Character Representations in Novels ACL 2022 Cleaning Dirty Books: Post-OCR Processing for Previously Scanned Texts EMNLP 2021 Exploring Methodologies for Collecting High-Quality Implicit Reasoning in Arguments EMNLP 2021 Summarize-then-Answer: Generating Concise Explanations for Multi-hop Reading Comprehension EMNLP 2021 Two Training Strategies for Improving Relation Extraction over Universal Graph EACL 2021 Modeling Event Salience in Narratives via Barthes’ Cardinal Functions COLING 2020 R4C: A Benchmark for Evaluating RC Systems to Get the Right Answer for the Right Reason ACL 2020 An Empirical Study of Span Representations in Argumentation Structure Parsing ACL 2019 Annotating with Pros and Cons of Technologies in Computer Science Papers NAACL 2019 Distantly Supervised Biomedical Knowledge Acquisition via Knowledge Graph Based Attention NAACL 2019 Improving Evidence Detection by Leveraging Warrants EMNLP 2019 Inject Rubrics into Short Answer Grading System EMNLP 2019 Unsupervised Learning of Discourse-Aware Text Representation for Essay Scoring ACL 2019 When Choosing Plausible Alternatives, Clever Hans can be Clever EMNLP 2019 Feasible Annotation Scheme for Capturing Policy Argument Reasoning using Argument Templates EMNLP 2018 Generating Stylistically Consistent Dialog Responses with Transfer Learning IJCNLP 2017 Modeling Context-sensitive Selectional Preference with Distributed Representations COLING 2016 Coreference Resolution with ILP-based Weighted Abduction COLING 2012