ShuoTang123 / MATRIXLinks
Implementation of the MATRIX framework (ICML 2024)
☆56Updated last year
Alternatives and similar repositories for MATRIX
Users that are interested in MATRIX are comparing it to the libraries listed below
Sorting:
- This is the official implementation of the paper "S²R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning"☆67Updated 2 months ago
- [NeurIPS 2024 Oral] Aligner: Efficient Alignment by Learning to Correct☆180Updated 6 months ago
- ☆27Updated last year
- Benchmarking LLMs' Gaming Ability in Multi-Agent Environments☆83Updated 2 months ago
- This my attempt to create Self-Correcting-LLM based on the paper Training Language Models to Self-Correct via Reinforcement Learning by g…☆35Updated last week
- [2025-TMLR] A Survey on the Honesty of Large Language Models☆58Updated 7 months ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆124Updated 3 months ago
- ☆33Updated 9 months ago
- ☆147Updated 2 months ago
- ☆46Updated 8 months ago
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆251Updated last week
- A Sober Look at Language Model Reasoning☆77Updated last month
- Code for "CREAM: Consistency Regularized Self-Rewarding Language Models", ICLR 2025.☆22Updated 5 months ago
- Official Implementation for the paper "Integrative Decoding: Improving Factuality via Implicit Self-consistency"☆28Updated 3 months ago
- [ICLR 25 Oral] RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style☆56Updated this week
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆134Updated this week
- [ACL'24] Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization☆83Updated 10 months ago
- Official Implementation for EMNLP 2024 (main) "AgentReview: Exploring Academic Peer Review with LLM Agent."☆77Updated 8 months ago
- ☆146Updated 6 months ago
- [ICLR 2025] Official codebase for the ICLR 2025 paper "Multimodal Situational Safety"☆20Updated 3 weeks ago
- [ICLR 2025] Code and Data Repo for Paper "Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation"☆68Updated 6 months ago
- Implementation for the paper "The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning"☆77Updated last week
- Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)☆146Updated 8 months ago
- Awesome-Efficient-Inference-for-LRMs is a collection of state-of-the-art, novel, exciting, token-efficient methods for Large Reasoning Mo…☆76Updated last month
- Towards a Mechanistic Interpretation of Multi-Step Reasoning Capabilities of Language Models☆14Updated last year
- ☆318Updated last month
- A comprehensive collection of process reward models.☆95Updated 3 weeks ago
- Official Repository of LatentSeek☆51Updated last month
- ☆113Updated 4 months ago
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆59Updated last year