From Logic to Language: A Trust Index for Problem Solving with LLMs
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Rug, Tehseen, Böhmer, Felix, Pfattheicher, Tessa |
|---|---|
| Format: | Preprint |
| Publié: |
2025
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Problem-Solving Logic Guided Curriculum In-Context Learning for LLMs Complex Reasoning
par: Ma, Xuetao, et autres
Publié: (2025)
par: Ma, Xuetao, et autres
Publié: (2025)
Trust the PRoC3S: Solving Long-Horizon Robotics Problems with LLMs and Constraint Satisfaction
par: Curtis, Aidan, et autres
Publié: (2024)
par: Curtis, Aidan, et autres
Publié: (2024)
From Problem-Solving to Teaching Problem-Solving: Aligning LLMs with Pedagogy using Reinforcement Learning
par: Dinucu-Jianu, David, et autres
Publié: (2025)
par: Dinucu-Jianu, David, et autres
Publié: (2025)
AInstein: Can LLMs Solve Research Problems From Parametric Memory Alone?
par: Mishra, Shambhavi, et autres
Publié: (2025)
par: Mishra, Shambhavi, et autres
Publié: (2025)
Logic-of-Thought: Empowering Large Language Models with Logic Programs for Solving Puzzles in Natural Language
par: Li, Naiqi, et autres
Publié: (2025)
par: Li, Naiqi, et autres
Publié: (2025)
Trust & Safety of LLMs and LLMs in Trust & Safety
par: You, Doohee, et autres
Publié: (2024)
par: You, Doohee, et autres
Publié: (2024)
An Agentic Framework with LLMs for Solving Complex Vehicle Routing Problems
par: Zhang, Ni, et autres
Publié: (2025)
par: Zhang, Ni, et autres
Publié: (2025)
From Blind Solvers to Logical Thinkers: Benchmarking LLMs' Logical Integrity on Faulty Mathematical Problems
par: Rahman, A M Muntasir, et autres
Publié: (2024)
par: Rahman, A M Muntasir, et autres
Publié: (2024)
Can Graph Descriptive Order Affect Solving Graph Problems with LLMs?
par: Ge, Yuyao, et autres
Publié: (2024)
par: Ge, Yuyao, et autres
Publié: (2024)
Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving
par: Didolkar, Aniket, et autres
Publié: (2024)
par: Didolkar, Aniket, et autres
Publié: (2024)
Solving Quantified Modal Logic Problems by Translation to Classical Logics
par: Steen, Alexander, et autres
Publié: (2022)
par: Steen, Alexander, et autres
Publié: (2022)
Plan before Solving: Problem-Aware Strategy Routing for Mathematical Reasoning with LLMs
par: Qi, Shihao, et autres
Publié: (2025)
par: Qi, Shihao, et autres
Publié: (2025)
Exploring Depth Generalization in Large Language Models for Solving Recursive Logic Tasks
par: He, Zhiyuan
Publié: (2025)
par: He, Zhiyuan
Publié: (2025)
Improving Multimodal LLMs Ability In Geometry Problem Solving, Reasoning, And Multistep Scoring
par: Anand, Avinash, et autres
Publié: (2024)
par: Anand, Avinash, et autres
Publié: (2024)
A Solver-in-the-Loop Framework for Improving LLMs on Answer Set Programming for Logic Puzzle Solving
par: Schrader, Timo Pierre, et autres
Publié: (2025)
par: Schrader, Timo Pierre, et autres
Publié: (2025)
Problem-Solving in Language Model Networks
par: Regan, Ciaran, et autres
Publié: (2024)
par: Regan, Ciaran, et autres
Publié: (2024)
Evaluating LLMs Across Multi-Cognitive Levels: From Medical Knowledge Mastery to Scenario-Based Problem Solving
par: Zhou, Yuxuan, et autres
Publié: (2025)
par: Zhou, Yuxuan, et autres
Publié: (2025)
Probing Embodied LLMs: When Higher Observation Fidelity Hurts Problem Solving
par: Zenkri, Oussama, et autres
Publié: (2026)
par: Zenkri, Oussama, et autres
Publié: (2026)
Teaching LLMs According to Their Aptitude: Adaptive Reasoning for Mathematical Problem Solving
par: Xu, Xin, et autres
Publié: (2025)
par: Xu, Xin, et autres
Publié: (2025)
TrustGeoGen: Formal-Verified Data Engine for Trustworthy Multi-modal Geometric Problem Solving
par: Fu, Daocheng, et autres
Publié: (2025)
par: Fu, Daocheng, et autres
Publié: (2025)
Can Language Models Solve Graph Problems in Natural Language?
par: Wang, Heng, et autres
Publié: (2023)
par: Wang, Heng, et autres
Publié: (2023)
Can LLMs Solve ASP Problems? Insights from a Benchmarking Study (Extended Version)
par: Ren, Lin, et autres
Publié: (2025)
par: Ren, Lin, et autres
Publié: (2025)
SMART: Self-Generating and Self-Validating Multi-Dimensional Assessment for LLMs' Mathematical Problem Solving
par: Hou, Yujie, et autres
Publié: (2025)
par: Hou, Yujie, et autres
Publié: (2025)
From Solving to Verifying: A Unified Objective for Robust Reasoning in LLMs
par: Wang, Xiaoxuan, et autres
Publié: (2025)
par: Wang, Xiaoxuan, et autres
Publié: (2025)
EngiBench: A Benchmark for Evaluating Large Language Models on Engineering Problem Solving
par: Zhou, Xiyuan, et autres
Publié: (2025)
par: Zhou, Xiyuan, et autres
Publié: (2025)
Reinforcement Learning Problem Solving with Large Language Models
par: Gholamian, Sina, et autres
Publié: (2024)
par: Gholamian, Sina, et autres
Publié: (2024)
RLAD: Training LLMs to Discover Abstractions for Solving Reasoning Problems
par: Qu, Yuxiao, et autres
Publié: (2025)
par: Qu, Yuxiao, et autres
Publié: (2025)
Multi-Head RAG: Solving Multi-Aspect Problems with LLMs
par: Besta, Maciej, et autres
Publié: (2024)
par: Besta, Maciej, et autres
Publié: (2024)
Is PRM Necessary? Problem-Solving RL Implicitly Induces PRM Capability in LLMs
par: Feng, Zhangying, et autres
Publié: (2025)
par: Feng, Zhangying, et autres
Publié: (2025)
Coordinates from Context: Using LLMs to Ground Complex Location References
par: Masis, Tessa, et autres
Publié: (2025)
par: Masis, Tessa, et autres
Publié: (2025)
Leveraging counterfactual concepts for debugging and improving CNN model performance
par: Tariq, Syed Ali, et autres
Publié: (2025)
par: Tariq, Syed Ali, et autres
Publié: (2025)
Eyeballing Combinatorial Problems: A Case Study of Using Multimodal Large Language Models to Solve Traveling Salesman Problems
par: Elhenawy, Mohammed, et autres
Publié: (2024)
par: Elhenawy, Mohammed, et autres
Publié: (2024)
Cross-Problem Learning for Solving Vehicle Routing Problems
par: Lin, Zhuoyi, et autres
Publié: (2024)
par: Lin, Zhuoyi, et autres
Publié: (2024)
Is Mathematical Problem-Solving Expertise in Large Language Models Associated with Assessment Performance?
par: Zhang, Liang, et autres
Publié: (2026)
par: Zhang, Liang, et autres
Publié: (2026)
From Language to Logic: A Bi-Level Framework for Structured Reasoning
par: Yang, Keying, et autres
Publié: (2025)
par: Yang, Keying, et autres
Publié: (2025)
Dynamic Logic of Trust-Based Beliefs
par: Jiang, Junli, et autres
Publié: (2025)
par: Jiang, Junli, et autres
Publié: (2025)
Solving the Aircraft Disassembly Scheduling Problem
par: Thomas, Charles, et autres
Publié: (2026)
par: Thomas, Charles, et autres
Publié: (2026)
Solving Cyclic Antibandwidth Problem by SAT
par: Xuan, Hieu Truong, et autres
Publié: (2026)
par: Xuan, Hieu Truong, et autres
Publié: (2026)
Problem Solved? Information Extraction Design Space for Layout-Rich Documents using LLMs
par: Colakoglu, Gaye, et autres
Publié: (2025)
par: Colakoglu, Gaye, et autres
Publié: (2025)
Enhancing the Geometric Problem-Solving Ability of Multimodal LLMs via Symbolic-Neural Integration
par: Pan, Yicheng, et autres
Publié: (2025)
par: Pan, Yicheng, et autres
Publié: (2025)
Documents similaires
-
Problem-Solving Logic Guided Curriculum In-Context Learning for LLMs Complex Reasoning
par: Ma, Xuetao, et autres
Publié: (2025) -
Trust the PRoC3S: Solving Long-Horizon Robotics Problems with LLMs and Constraint Satisfaction
par: Curtis, Aidan, et autres
Publié: (2024) -
From Problem-Solving to Teaching Problem-Solving: Aligning LLMs with Pedagogy using Reinforcement Learning
par: Dinucu-Jianu, David, et autres
Publié: (2025) -
AInstein: Can LLMs Solve Research Problems From Parametric Memory Alone?
par: Mishra, Shambhavi, et autres
Publié: (2025) -
Logic-of-Thought: Empowering Large Language Models with Logic Programs for Solving Puzzles in Natural Language
par: Li, Naiqi, et autres
Publié: (2025)