Yutaka Matsuo

ClinDet-Bench: Beyond Abstention, Evaluating Judgment Determinability of LLMs in Clinical Decision-Making ACL 2026 Semantic Token Clustering for Efficient Uncertainty Quantification in Large Language Models EACL 2026 Infinity-MoE: Generalizing Mixture of Experts to Infinite Experts EACL 2026 Investigating the Multilingual Calibration Effects of Language Model Instruction Tuning EACL 2026 One-shot Portrait Stylizaiton via Geometric Alignment WACV 2026 Understanding Emergent Misalignment via Feature Superposition Geometry ACL 2026 Position Encoding with Random Float Sampling Enhances Length Generalization of Transformers EACL 2026 Revealing Redundant Syntax in Large Language Models through Multi-Hop Dependency Paths EACL 2026 Language Models can Categorize System Inputs for Performance Analysis NAACL 2025 Crypto-LLM: Two-Stage Language Model Pre-training with Ciphered and Natural Language Data IJCNLP 2025 A Comprehensive Survey on Physical Risk Control in the Era of Foundation Model-enabled Robotics IJCAI 2025 Beyond Induction Heads: In-Context Meta Learning Induces Multi-Phase Circuit Emergence ICML 2025 Inconsistent Tokenizations Cause Language Models to be Perplexed by Japanese Grammar ACL 2025 Answer When Needed, Forget When Not: Language Models Pretend to Forget via In-Context Knowledge Unlearning ACL 2025 Near-Optimal Policy Identification in Robust Constrained Markov Decision Processes via Epigraph Form ICLR 2025 Rethinking Evaluation of Sparse Autoencoders through the Representation of Polysemous Words ICLR 2025 Slender-Mamba: Fully Quantized Mamba in 1.58 Bits From Head to Toe COLING 2025 Image Referenced Sketch Colorization Based on Animation Creation Workflow CVPR 2025 CityNav: A Large-Scale Dataset for Real-World Aerial Navigation ICCV 2025 GeoProg3D: Compositional Visual Reasoning for City-Scale 3D Language Fields ICCV 2025 An in-depth human study of the mathematical reasoning abilities in Large Language Models EMNLP 2025 Dynamic Injection of Entity Knowledge into Dense Retrievers EMNLP 2025 When Instructions Multiply: Measuring and Estimating LLM Capabilities of Multiple Instructions Following EMNLP 2025 ReAgent: Reversible Multi-Agent Reasoning for Knowledge-Enhanced Multi-Hop QA EMNLP 2025 MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation EMNLP 2025 Crypto-LLM: Two-Stage Language Model Pre-training with Ciphered and Natural Language Data AACL 2025 Lost in the Distance: Large Language Models Struggle to Capture Long-Distance Relational Knowledge NAACL 2025 On the Multilingual Ability of Decoder-based Pre-trained Language Models: Finding and Controlling Language-Specific Neurons NAACL 2024 Geometric-Averaged Preference Optimization for Soft Preference Labels NIPS 2024 ADOPT: Modified Adam Can Converge with Any $\beta_2$ with the Optimal Rate NIPS 2024 Language Models Do Hard Arithmetic Tasks Easily and Hardly Do Easy Arithmetic Tasks ACL 2024 Improving Low-Resource Machine Translation for Formosan Languages Using Bilingual Lexical Resources ACL 2024 KG-Rank: Enhancing Large Language Models for Medical QA with Knowledge Graphs and Ranking Techniques ACL 2024 Which Programming Language and What Features at Pre-training Stage Affect Downstream Logical Inference Performance? EMNLP 2024 Multimodal Web Navigation with Instruction-Finetuned Foundation Models ICLR 2024 A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis ICLR 2024 Media Bias Detection Across Families of Language Models NAACL 2024 DreamSparse: Escaping from Plato’s Cave with 2D Diffusion Model Given Sparse Views NIPS 2023 End-to-end Training of Deep Boltzmann Machines by Unbiased Contrastive Divergence with Local Mode Initialization ICML 2023 Interaction-Based Disentanglement of Entities for Object-Centric World Models ICLR 2023 A System for Morphology-Task Generalization via Unified Representation and Behavior Distillation ICLR 2023 Regularization and Variance-Weighted Regression Achieves Minimax Optimality in Linear MDPs: Theory and Practice ICML 2023 Target-Aware Contextual Political Bias Detection in News AACL 2023 Evaluating Large Language Models’ Understanding of Financial Terminology via Definition Modeling AACL 2023 Evaluating Large Language Models’ Understanding of Financial Terminology via Definition Modeling IJCNLP 2023 An Effective Approach for Informational and Lexical Bias Detection EACL 2023 Unnatural Error Correction: GPT-4 Can Almost Perfectly Handle Unnatural Scrambled Text EMNLP 2023 Target-Aware Contextual Political Bias Detection in News IJCNLP 2023 Towards Better Evaluation for Formality-Controlled English-Japanese Machine Translation EMNLP 2023 Improving Jejueo-Korean Translation With Cross-Lingual Pretraining Using Japanese and Korean COLING 2022 A Parallel Corpus and Dictionary for Amis-Mandarin Translation AACL 2022 On the Impact of Data Augmentation on Downstream Performance in Natural Language Processing ACL 2022 Generalized Decision Transformer for Offline Hindsight Information Matching ICLR 2022 Large Language Models are Zero-Shot Reasoners NIPS 2022 Langevin Autoencoders for Learning Deep Latent Variable Models NIPS 2022 Robustifying Vision Transformer without Retraining from Scratch by Test-Time Class-Conditional Feature Alignment IJCAI 2022 AfroMT: Pretraining Strategies and Reproducible Benchmarks for Translation of 8 African Languages EMNLP 2021 Making Use of Latent Space in Language GANs for Generating Diverse Text without Pre-training EACL 2021 Group Equivariant Conditional Neural Processes ICLR 2021 Deployment-Efficient Reinforcement Learning via Model-Based Offline Optimization ICLR 2021 Policy Information Capacity: Information-Theoretic Measure for Task Complexity in Deep Reinforcement Learning ICML 2021 Estimating Disentangled Belief about Hidden State and Hidden Task for Meta-Reinforcement Learning L4DC 2021 Low-Resource Machine Translation Using Cross-Lingual Language Model Pretraining NAACL 2021 Co-Adaptation of Algorithmic and Implementational Innovations in Inference-based Deep Reinforcement Learning NIPS 2021 Test-Time Classifier Adjustment Module for Model-Agnostic Domain Generalization NIPS 2021 Variational Inference for Learning Representations of Natural Language Edits AAAI 2021 Subformer: Exploring Weight Sharing for Parameter Efficiency in Generative Transformers EMNLP 2021 Stabilizing Adversarial Invariance Induction from Divergence Minimization Perspective IJCAI 2020 A Multi-modal Approach to Fine-grained Opinion Mining on Video Reviews ACL 2020 VCDM: Leveraging Variational Bi-encoding and Deep Contextualized Word Representations for Improved Definition Modeling EMNLP 2020 An Edit-centric Approach for Wikipedia Article Quality Assessment EMNLP 2019 Gating Mechanisms for Combining Character and Word-level Word Representations: an Empirical Study NAACL 2019 Expressive Speech Synthesis via Modeling Expressions with Variational Autoencoder INTERSPEECH 2018 IIIDYT at SemEval-2018 Task 3: Irony detection in English tweets SEMEVAL 2018 IIIDYT at IEST 2018: Implicit Emotion Classification With Deep Contextualized Word Representations EMNLP 2018 Learning to Automatically Generate Fill-In-The-Blank Quizzes ACL 2018 Deep contextualized word representations for detecting sarcasm and irony EMNLP 2018 Replication issues in syntax-based aspect extraction for opinion mining EACL 2017 A Neural Architecture for Generating Natural Language Descriptions from Source Code Changes ACL 2017 Extractive Summarization Using Multi-Task Learning with Document Classification EMNLP 2017 Privacy Issues Regarding the Application of DNNs to Activity-Recognition using Wearables and Its Countermeasures by Use of Adversarial Training IJCAI 2017 A Relational Model of Semantic Similarity between Words using Automatically Extracted Lexical Pattern Clusters from the Web EMNLP 2009 Unsupervised Relation Extraction by Mining Wikipedia Texts Using Information from the Web ACL 2009 Unsupervised Relation Extraction by Mining Wikipedia Texts Using Information from the Web IJCNLP 2009 A Co-occurrence Graph-based Approach for Personal Name Alias Extraction from Anchor Texts IJCNLP 2008 Subtree Mining for Relation Extraction from Wikipedia NAACL 2007 An Integrated Approach to Measuring Semantic Similarity between Words Using Information Available on the Web NAACL 2007 Graph-based Word Clustering using a Web Search Engine EMNLP 2006 Improving Chronological Sentence Ordering by Precedence Relation COLING 2004