problem solving

Large Language Models as Tool Makers ICLR 2024 Large Language Models for Mathematical Reasoning: Progresses and Challenges EACL 2024 MARIO: MAth Reasoning with code Interpreter Output - A Reproducible Pipeline ACL 2024 Mathador-LM: A Dynamic Benchmark for Mathematical Reasoning on Large Language Models EMNLP 2024 MathBench: Evaluating the Theory and Application Proficiency of LLMs with a Hierarchical Mathematics Benchmark ACL 2024 NeuralSolver: Learning Algorithms For Consistent and Efficient Extrapolation Across General Tasks NeurIPS 2024 O2ARC 3.0: A Platform for Solving and Creating ARC Tasks IJCAI 2024 SAAS: Solving Ability Amplification Strategy for Enhanced Mathematical Reasoning in Large Language Models EMNLP 2024 The Effect of Sampling Temperature on Problem Solving in Large Language Models EMNLP 2024 THOUGHT PROPAGATION: AN ANALOGICAL APPROACH TO COMPLEX REASONING WITH LARGE LANGUAGE MODELS ICLR 2024 Toward Adaptive Reasoning in Large Language Models with Thought Rollback ICML 2024 Conic10K: A Challenging Math Problem Understanding and Reasoning Dataset EMNLP 2023 CREATOR: Tool Creation for Disentangling Abstract and Concrete Reasoning of Large Language Models EMNLP 2023 Decoding Stumpers: Large Language Models vs. Human Problem-Solvers EMNLP 2023 Have LLMs Advanced Enough? A Challenging Problem Solving Benchmark For Large Language Models EMNLP 2023 TextWorldExpress: Simulating Text Games at One Million Steps Per Second EACL 2023 Three Questions Concerning the Use of Large Language Models to Facilitate Mathematics Learning EMNLP 2023 Tree of Thoughts: Deliberate Problem Solving with Large Language Models NeurIPS 2023 ALLURE: A Multi-Modal Guided Environment for Helping Children Learn to Solve a Rubik’s Cube with Automatic Solving and Interactive Explanations AAAI 2022 Analogical Math Word Problems Solving with Enhanced Problem-Solution Association EMNLP 2022 Solving Quantitative Reasoning Problems with Language Models NeurIPS 2022 Structure-Unified M-Tree Coding Solver for Math Word Problem EMNLP 2022 VisualHow: Multimodal Problem Solving CVPR 2022 How much coffee was consumed during EMNLP 2019? Fermi Problems: A New Reasoning Challenge for AI EMNLP 2021 Measuring Massive Multitask Language Understanding ICLR 2021