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Toward Mechanistic Explanation of Deductive Reasoning in Language Models

• Authors : Maltoni, Davide; Ferrara, Matteo

Subjects: Artificial Intelligence; Computation and Language

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Def-DTS: Deductive Reasoning for Open-domain Dialogue Topic Segmentation

• Authors : Lee, Seungmin; Yoo, Yongsang; Jung, Minhwa

Subjects: Computer Science - Computation and Language

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TurnaboutLLM: A Deductive Reasoning Benchmark from Detective Games

• Authors : Yuan, Yuan; He, Muyu; Shahid, Muhammad Adil

Subjects: Computation and Language

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Deductive Reasoning and Math Learning Difficulty

• Source: Deductive Reasoning and Math Learning Difficulty: an fMRI Study in ChildrenSchwartz F, Epinat-Duclos J, Leone J, Poisson A, Prado J.

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AutoGPS: Automated Geometry Problem Solving via Multimodal Formalization and Deductive Reasoning

• Authors : Ping, Bowen; Luo, Minnan; Dang, Zhuohang

Subjects: Computer Science - Artificial Intelligence

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Investigating the Robustness of Deductive Reasoning with Large Language Models

• Authors : Hoppe, Fabian; Ilievski, Filip; Kalo, Jan-Christoph

Subjects: Computation and Language; Artificial Intelligence

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JustLogic: A Comprehensive Benchmark for Evaluating Deductive Reasoning in Large Language Models

• Authors : Chen, Michael K.; Zhang, Xikun; Tao, Dacheng

Subjects: Computer Science - Computation and Language; Computer Science - Artificial Intelligence; Computer Science - Machine Learning

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Nomological Deductive Reasoning for Trustworthy, Human-Readable, and Actionable AI Outputs.

• Authors : Hakizimana, Gedeon¹ (AUTHOR); Ledezma Espino, Agapito¹ (AUTHOR)

• Source: Algorithms. Jun2025, Vol. 18 Issue 6, p306. 37p.

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Boosting Deductive Reasoning with Step Signals In RLHF

• Authors : Li, Jialian; Zhang, Yipin; Shen, Wei

Subjects: Computer Science - Machine Learning; Computer Science - Artificial Intelligence

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Comparing Individual and Collective Performance in Deductive Reasoning across Content Types

• Authors : Massolo, Alba; Traversi, Mariel

Subjects: Philosophy; Psychology; Group Behaviour

• Source: Proceedings of the Annual Meeting of the Cognitive Science Society. 47

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