problem solving

A Knapsack by Any Other Name: Presentation impacts LLM performance on NP-hard problems EMNLP 2025 BloomWise: Enhancing Problem-Solving capabilities of Large Language Models using Bloom’s-Taxonomy-Inspired Prompts EMNLP 2025 Can Stories Help LLMs Reason? Curating Information Space Through Narrative ACL 2025 CogMath: Assessing LLMs’ Authentic Mathematical Ability from a Human Cognitive Perspective ICML 2025 Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents ICLR 2025 GraphEval36K: Benchmarking Coding and Reasoning Capabilities of Large Language Models on Graph Datasets NAACL 2025 Large Language Models Exhibit Limited Reasoning Ability on Coding Problems IJCNLP 2025 LLMs on interactive feature collections with implicit dynamic decision strategy COLING 2025 LoCt-Instruct: An Automatic Pipeline for Constructing Datasets of Logical Continuous Instructions EMNLP 2025 ModelingAgent: Bridging LLMs and Mathematical Modeling for Real-World Challenges EMNLP 2025 Omni-MATH: A Universal Olympiad Level Mathematic Benchmark for Large Language Models ICLR 2025 PlanGEN: A Multi-Agent Framework for Generating Planning and Reasoning Trajectories for Complex Problem Solving EMNLP 2025 ReasoningWeekly: A General Knowledge and Verbal Reasoning Challenge for Large Language Models IJCNLP 2025 RL + Transformer = A General-Purpose Problem Solver ACL 2025 Snap Out of It: A Dual-Process Approach to Mitigating Overthinking in Language Model Reasoning ACL 2025 Trojsten Benchmark: Evaluating LLM Problem-Solving in Slovak STEM Competition Problems EMNLP 2025 U-MATH: A University-Level Benchmark for Evaluating Mathematical Skills in Large Language Models ACL 2025 Abdelhak at SemEval-2024 Task 9: Decoding Brainteasers, The Efficacy of Dedicated Models Versus ChatGPT SemEval 2024 Boosting of Thoughts: Trial-and-Error Problem Solving with Large Language Models ICLR 2024 Do Large Language Models have Problem-Solving Capability under Incomplete Information Scenarios? ACL 2024 Dynamic Evaluation of Large Language Models by Meta Probing Agents ICML 2024 E-GPS: Explainable Geometry Problem Solving via Top-Down Solver and Bottom-Up Generator CVPR 2024 Evaluating Large Vision-and-Language Models on Children's Mathematical Olympiads NeurIPS 2024 HW-TSC at SemEval-2024 Task 9: Exploring Prompt Engineering Strategies for Brain Teaser Puzzles Through LLMs SemEval 2024 InstructEval: Towards Holistic Evaluation of Instruction-Tuned Large Language Models EACL 2024