Mutsumi Nakamura

5 papers · 2023–2025 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird ❓ The Questioner (2)

Venues

EMNLP (4) ACL (1)

Top co-authors

Chitta Baral (5) Mihir Parmar (4) Nisarg Patel (3) Neeraj Varshney (3) Mohith Kulkarni (2) Santosh Mashetty (2) Arindam Mitra (2) Aswin Rrv (1) Jayanth Srinivasa (1) Ali Payani (1)

Research topics

Artificial Intelligence (5) Core AI (5) Deep Learning (3) Learning Types · Deep Learning (3) Machine Learning (2) Natural Language Processing (2) Learning Types · Machine Learning (2) Resources & Methods (2) Applications (1) Optimization & Theory (1)

Keywords

logical reasoning (4) large language model (4) propositional logic (2) benchmark evaluation (2) chain-of-thought reasoning (1) first-order logic (1) adversarial attack (1) autonomous agent (1) tool use (1) chain-of-thought prompting (1) non-monotonic reasoning (1) reasoning chain (1) logical consistency (1) error analysis (1) dynamic environment (1) multi-turn conversation (1) multi-step reasoning (1) attack success rate (1) error taxonomy (1) reasoning chain evaluation (1)

Papers

How Can Input Reformulation Improve Tool Usage Accuracy in a Complex Dynamic Environment? A Study on tau-bench EMNLP 2025 LogicBench: Towards Systematic Evaluation of Logical Reasoning Ability of Large Language Models ACL 2024 Multi-LogiEval: Towards Evaluating Multi-Step Logical Reasoning Ability of Large Language Models EMNLP 2024 Step-by-Step Reasoning to Solve Grid Puzzles: Where do LLMs Falter? EMNLP 2024 LogicAttack: Adversarial Attacks for Evaluating Logical Consistency of Natural Language Inference EMNLP 2023