tongjingqi / MathTrapLinks
In this work, we investigate the compositionality of large language models (LLMs) in mathematical reasoning. Specifically, we construct a new dataset MATHTRAP‡ by introducing carefully designed logical traps into the problem descriptions of MATH and GSM8K.
☆61Updated 7 months ago
Alternatives and similar repositories for MathTrap
Users that are interested in MathTrap are comparing it to the libraries listed below
Sorting:
- A version of verl to support diverse tool use☆654Updated 2 weeks ago
- Generative AI Act II: Test Time Scaling Drives Cognition Engineering☆207Updated 6 months ago
- A Framework for LLM-based Multi-Agent Reinforced Training and Inference☆326Updated last week
- Curation of resources for LLM research, screened by @tongyx361 to ensure high quality and accompanied with elaborately-written concise de…☆61Updated last year
- Official Repository of "Learning to Reason under Off-Policy Guidance"☆360Updated last month
- A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. 🧮✨☆261Updated last year
- Awesome-Long2short-on-LRMs is a collection of state-of-the-art, novel, exciting long2short methods on large reasoning models. It contains…☆254Updated 2 months ago
- 😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, Agent, and Beyond☆312Updated 2 weeks ago
- Game-RL: Synthesizing Multimodal Verifiable Game Data to Boost VLMs' General Reasoning☆103Updated 3 weeks ago
- a survey of long-context LLMs from four perspectives, architecture, infrastructure, training, and evaluation☆60Updated 7 months ago
- Official code for the paper, "Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning"☆139Updated 2 weeks ago
- Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!☆69Updated 7 months ago
- ☆307Updated 5 months ago
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆188Updated last week
- Implementation for the research paper "Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision".☆56Updated 11 months ago
- Official Repository of "Learning what reinforcement learning can't"☆69Updated 2 months ago
- ☆228Updated 2 months ago
- Paper list for Efficient Reasoning.☆710Updated 2 weeks ago
- Latest Advances on Long Chain-of-Thought Reasoning☆542Updated 3 months ago
- A curated list of awesome resources about reward construction for AI agents. This repository covers cutting-edge research, and practical …☆49Updated 2 months ago
- A versatile toolkit for applying Logit Lens to modern large language models (LLMs). Currently supports Llama-3.1-8B and Qwen-2.5-7B, enab…☆124Updated 2 months ago
- End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning☆314Updated last month
- This is the repository of DEER, a Dynamic Early Exit in Reasoning method for Large Reasoning Language Models.☆175Updated 4 months ago
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆366Updated 3 months ago
- [ACL' 25] The official code repository for PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models.☆83Updated 8 months ago
- ☆211Updated 8 months ago
- A comprehensive collection of process reward models.☆116Updated last month
- ☆280Updated 4 months ago
- ☆27Updated 7 months ago
- Training VLM agents with multi-turn reinforcement learning☆293Updated 2 weeks ago