Cover Image

On the Notion that Language Models Reason

Fuente: arXiv

Saved in:

Bibliographic Details
Main Author:	Højer, Bertram
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Improving Reasoning Performance in Large Language Models via Representation Engineering
by: Højer, Bertram, et al.
Published: (2025)

Tracing Uncertainty in Language Model "Reasoning"
by: Grünefeld, Nils, et al.
Published: (2026)

Language Models Learn Universal Representations of Numbers and Here's Why You Should Care
by: Štefánik, Michal, et al.
Published: (2025)

Faithfulness and the Notion of Adversarial Sensitivity in NLP Explanations
by: Manna, Supriya, et al.
Published: (2024)

A Notion of Complexity for Theory of Mind via Discrete World Models
by: Huang, X. Angelo, et al.
Published: (2024)

LightReasoner: Can Small Language Models Teach Large Language Models Reasoning?
by: Wang, Jingyuan, et al.
Published: (2025)

Language Models as Inductive Reasoners
by: Yang, Zonglin, et al.
Published: (2022)

Do Language Models Reason Across Languages?
by: Meng, Yan, et al.
Published: (2026)

Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning
by: Luo, Linhao, et al.
Published: (2023)

Knowledge Reasoning Language Model: Unifying Knowledge and Language for Inductive Knowledge Graph Reasoning
by: Zhuo, Xingrui, et al.
Published: (2025)

Route-and-Reason: Scaling Large Language Model Reasoning with Reinforced Model Router
by: Shao, Chenyang, et al.
Published: (2025)

Who Reasons in the Large Language Models?
by: Shao, Jie, et al.
Published: (2025)

Reasoning Language Models: A Blueprint
by: Besta, Maciej, et al.
Published: (2025)

Teaching Language Models to Reason with Tools
by: Li, Chengpeng, et al.
Published: (2025)

Large Language Models Are Neurosymbolic Reasoners
by: Fang, Meng, et al.
Published: (2024)

Agentic Reasoning for Large Language Models
by: Wei, Tianxin, et al.
Published: (2026)

Large Language Models are Contrastive Reasoners
by: Yao, Liang
Published: (2024)

Research Community Perspectives on "Intelligence" and Large Language Models
by: Højer, Bertram, et al.
Published: (2025)

Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models
by: Xu, Fengli, et al.
Published: (2025)

Mixture of Reasonings: Teach Large Language Models to Reason with Adaptive Strategies
by: Xiong, Tao, et al.
Published: (2025)

ARS: Adaptive Reasoning Suppression for Efficient Large Reasoning Language Models
by: Zheng, Dongqi
Published: (2025)

Large Language Models as an Indirect Reasoner: Contrapositive and Contradiction for Automated Reasoning
by: Zhang, Yanfang, et al.
Published: (2024)

EXAONE Deep: Reasoning Enhanced Language Models
by: Bae, Kyunghoon, et al.
Published: (2025)

A Statistical Physics of Language Model Reasoning
by: Carson, Jack David, et al.
Published: (2025)

Eliciting Reasoning in Language Models with Cognitive Tools
by: Ebouky, Brown, et al.
Published: (2025)

Learning Adaptive Parallel Reasoning with Language Models
by: Pan, Jiayi, et al.
Published: (2025)

Attention-Aligned Reasoning for Large Language Models
by: Zhang, Hongxiang, et al.
Published: (2025)

Inductive Linguistic Reasoning with Large Language Models
by: Ramji, Raghav, et al.
Published: (2024)

Structured Chemistry Reasoning with Large Language Models
by: Ouyang, Siru, et al.
Published: (2023)

Self-training Language Models for Arithmetic Reasoning
by: Kadlčík, Marek, et al.
Published: (2024)

Calibrating Reasoning in Language Models with Internal Consistency
by: Xie, Zhihui, et al.
Published: (2024)

Everything is Plausible: Investigating the Impact of LLM Rationales on Human Notions of Plausibility
by: Palta, Shramay, et al.
Published: (2025)

Harnessing the Reasoning Economy: A Survey of Efficient Reasoning for Large Language Models
by: Wang, Rui, et al.
Published: (2025)

LongReasonArena: A Long Reasoning Benchmark for Large Language Models
by: Ding, Jiayu, et al.
Published: (2025)

Exploring the Role of Reasoning Structures for Constructing Proofs in Multi-Step Natural Language Reasoning with Large Language Models
by: Zheng, Zi'ou, et al.
Published: (2024)

Corrupted by Reasoning: Reasoning Language Models Become Free-Riders in Public Goods Games
by: Piedrahita, David Guzman, et al.
Published: (2025)

Mitigating Overthinking in Large Reasoning Language Models via Reasoning Path Deviation Monitoring
by: Guan, Weixin, et al.
Published: (2026)

A Survey on Large Language Models for Mathematical Reasoning
by: Wang, Peng-Yuan, et al.
Published: (2025)

Applications of Large Language Model Reasoning in Feature Generation
by: Chandra, Dharani
Published: (2025)

Cognitive BASIC: An In-Model Interpreted Reasoning Language for LLMs
by: Kramer, Oliver
Published: (2025)