AI for Math Reasoning

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lupantech 

authored 19 papers 19 days ago

LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init Attention

Paper • 2303.16199 • Published Mar 28, 2023 • 4

Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models

Paper • 2304.09842 • Published Apr 19, 2023 • 1

MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts

Paper • 2310.02255 • Published Oct 3, 2023 • 2

LLaMA-Adapter V2: Parameter-Efficient Visual Instruction Model

Paper • 2304.15010 • Published Apr 28, 2023 • 4

Multimodal Procedural Planning via Dual Text-Image Prompting

Paper • 2305.01795 • Published May 2, 2023 • 1

TheoremQA: A Theorem-driven Question Answering dataset

Paper • 2305.12524 • Published May 21, 2023 • 1

Model Editing Can Hurt General Abilities of Large Language Models

Paper • 2401.04700 • Published Jan 9, 2024 • 3

SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models

Paper • 2307.10635 • Published Jul 20, 2023 • 9

Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering

Paper • 2209.09513 • Published Sep 20, 2022 • 1

Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning

Paper • 2209.14610 • Published Sep 29, 2022

Enhancing Large Vision Language Models with Self-Training on Image Comprehension

Paper • 2405.19716 • Published May 30, 2024

A Survey of Deep Learning for Mathematical Reasoning

Paper • 2212.10535 • Published Dec 20, 2022

UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression

Paper • 2212.02746 • Published Dec 6, 2022

Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic Reasoning

Paper • 2105.04165 • Published May 10, 2021

VDebugger: Harnessing Execution Feedback for Debugging Visual Programs

Paper • 2406.13444 • Published Jun 19, 2024

MRAG-Bench: Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models

Paper • 2410.08182 • Published Oct 10, 2024

Lila: A Unified Benchmark for Mathematical Reasoning

Paper • 2210.17517 • Published Oct 31, 2022

VISCO: Benchmarking Fine-Grained Critique and Correction Towards Self-Improvement in Visual Reasoning

Paper • 2412.02172 • Published Dec 3, 2024

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning

Paper • 2502.11271 • Published 21 days ago • 16

CaraJ 

authored a paper 24 days ago

MME-CoT: Benchmarking Chain-of-Thought in Large Multimodal Models for Reasoning Quality, Robustness, and Efficiency

Paper • 2502.09621 • Published 24 days ago • 27