mathematical reasoning

Exploring Equation as a Better Intermediate Meaning Representation for Numerical Reasoning of Large Language Models AAAI 2024 Exploring Mathematical Extrapolation of Large Language Models with Synthetic Data ACL 2024 Exploring Reversal Mathematical Reasoning Ability for Large Language Models ACL 2024 Exploring the Compositional Deficiency of Large Language Models in Mathematical Reasoning Through Trap Problems EMNLP 2024 Exploring the Limits of Fine-grained LLM-based Physics Inference via Premise Removal Interventions EMNLP 2024 Fewer is More: Boosting Math Reasoning with Reinforced Context Pruning EMNLP 2024 FinanceMATH: Knowledge-Intensive Math Reasoning in Finance Domains ACL 2024 Forward-Backward Reasoning in Large Language Models for Mathematical Verification ACL 2024 FRoG: Evaluating Fuzzy Reasoning of Generalized Quantifiers in LLMs EMNLP 2024 From Good to Great: Improving Math Reasoning with Tool-Augmented Interleaf Prompting ACL 2024 Generation of Visual Representations for Multi-Modal Mathematical Knowledge AAAI 2024 GeoEval: Benchmark for Evaluating LLMs and Multi-Modal Models on Geometry Problem-Solving ACL 2024 Global Lyapunov functions: a long-standing open problem in mathematics, with symbolic transformers NeurIPS 2024 GSM-Plus: A Comprehensive Benchmark for Evaluating the Robustness of LLMs as Mathematical Problem Solvers ACL 2024 How Does Quantization Affect Multilingual LLMs? EMNLP 2024 How Do Humans Write Code? Large Models Do It the Same Way Too EMNLP 2024 Iterative Reasoning Preference Optimization NeurIPS 2024 JiuZhang3.0: Efficiently Improving Mathematical Reasoning by Training Small Data Synthesis Models NeurIPS 2024 LANS: A Layout-Aware Neural Solver for Plane Geometry Problem ACL 2024 Large Language Models for Mathematical Reasoning: Progresses and Challenges EACL 2024 Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning EMNLP 2024 Let's Verify Step by Step ICLR 2024 Llemma: An Open Language Model for Mathematics ICLR 2024 LLMs Can Find Mathematical Reasoning Mistakes by Pedagogical Chain-of-Thought IJCAI 2024 MACM: Utilizing a Multi-Agent System for Condition Mining in Solving Complex Mathematical Problems NeurIPS 2024