Logic in Computer Science · Computer Science
Towards Finding Longer Proofs
Zsolt Zombori, Adrián Csiszárik, Henryk Michalewski, Cezary Kaliszyk +1
2021-06-30
Computation and Language · Computer Science
On the Bias of Next-Token Predictors Toward Systematically Inefficient Reasoning: A Shortest-Path Case Study
Riccardo Alberghi, Elizaveta Demyanenko, Luca Biggio, Luca Saglietti
2025-11-04
Software Engineering · Computer Science
On Reasoning-Centric LLM-based Automated Theorem Proving
Yican Sun, Chengwei Shi, Hangzhou Lyu, Yingfei Xiong
2026-04-22
Computation and Language · Computer Science
EconProver: Towards More Economical Test-Time Scaling for Automated Theorem Proving
Mukai Li, Linfeng Song, Zhenwen Liang, Jiahao Xu +4
2025-09-17
Machine Learning · Computer Science
Provably Efficient Exploration in Constrained Reinforcement Learning:Posterior Sampling Is All You Need
Danil Provodin, Pratik Gajane, Mykola Pechenizkiy, Maurits Kaptein
2023-09-28
Computation and Language · Computer Science
Graph-Based Chain-of-Thought Pruning for Reducing Redundant Reflections in Reasoning LLMs
Hongyuan Yuan, Xinran He, Run Shao, Bolei He +5
2026-04-15
Machine Learning · Computer Science
TacticZero: Learning to Prove Theorems from Scratch with Deep Reinforcement Learning
Minchao Wu, Michael Norrish, Christian Walder, Amir Dezfouli
2021-06-18
Optimization and Control · Mathematics
PANOC-lite: A simpler and more efficient algorithm for composite minimization
Alexander Bodard, Pieter Pas, Andreas Themelis, Panagiotis Patrinos
2026-04-17
Machine Learning · Computer Science
To Backtrack or Not to Backtrack: When Sequential Search Limits Model Reasoning
Tian Qin, David Alvarez-Melis, Samy Jelassi, Eran Malach
2025-10-06
Information Retrieval · Computer Science
An Analysis on Matching Mechanisms and Token Pruning for Late-interaction Models
Qi Liu, Gang Guo, Jiaxin Mao, Zhicheng Dou +4
2024-03-21
Computation and Language · Computer Science
RE-TRAC: REcursive TRAjectory Compression for Deep Search Agents
Jialiang Zhu, Gongrui Zhang, Xiaolong Ma, Lin Xu +16
2026-02-03
Data Structures and Algorithms · Computer Science
Tree Proof-of-Position Algorithms
Aida Manzano Kharman, Pietro Ferraro, Homayoun Hamedmoghadam, Robert Shorten
2024-06-05