Mutsumi Nakamura
5 papers · 2023–2025 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird π Cross-Pollinator (15)
β
The Questioner
(2)
Conferences
EMNLP (4)
ACL (1)
Top co-authors
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
Step-by-Step Reasoning to Solve Grid Puzzles: Where do LLMs Falter?
EMNLP 2024
Multi-LogiEval: Towards Evaluating Multi-Step Logical Reasoning Ability of Large Language Models
EMNLP 2024
LogicAttack: Adversarial Attacks for Evaluating Logical Consistency of Natural Language Inference
EMNLP 2023