{"total":13,"rows":[{"id":"2407.11511","title":"Multi-Step Reasoning with Large Language Models, a Survey","created":"2024-07-16","cited_by_count":143,"area":"lr"},{"id":"2505.22411","title":"Mitigating Overthinking in Large Reasoning Models via Manifold Steering","created":"2025-05-28","cited_by_count":33,"area":"lr"},{"id":"2510.09782","title":"The Geometry of Reasoning: Flowing Logics in Representation Space","created":"2025-10-10","cited_by_count":21,"area":"lr"},{"id":"2505.10039","title":"Rethinking Circuit Completeness in Language Models: AND, OR, and ADDER Gates","created":"2025-05-15","cited_by_count":10,"area":"lr"},{"id":"2502.03325","title":"Electronic Circuit Principles of Large Language Models","created":"2025-02-05","cited_by_count":4,"area":"lr"},{"id":"2601.00791","title":"Geometry of Reason: Spectral Signatures of Valid Mathematical Reasoning","created":"2026-01-02","cited_by_count":4,"area":"lr"},{"id":"2410.03662","title":"System 2 Reasoning Capabilities Are Nigh","created":"2024-10-04","cited_by_count":2,"area":"lr"},{"id":"2510.25776","title":"StreetMath: Study of LLMs' Approximation Behaviors","created":"2025-10-27","cited_by_count":2,"area":"lr"},{"id":"2411.15281","title":"ElastiFormer: Learned Redundancy Reduction in Transformer via Self-Distillation","created":"2024-11-22","cited_by_count":1,"area":"lr"},{"id":"2502.16606","title":"Reasoning about Affordances: Causal and Compositional Reasoning in LLMs","created":"2025-02-23","cited_by_count":1,"area":"lr"},{"id":"2604.00716","title":"CircuitProbe: Predicting Reasoning Circuits in Transformers via Stability Zone Detection","created":"2026-04-01","cited_by_count":1,"area":"lr"},{"id":"2604.05876","title":"Addressing the Reasoning Gap: Mechanistic Circuit-Based Knowledge Editing in Large Language Models","created":"2026-04-07","cited_by_count":0,"area":"lr"},{"id":"2609.39321","title":"GRPO Training Dynamics for Small Language Models","created":"2026-09-30","cited_by_count":0,"area":"lr"}],"next_cursor":null}