This repository provides valuable reference for researchers in the field of multimodality, please start your exploratory travel in RL-based Reasoning MLLMs!

MMR1: Advancing the Frontiers of Multimodal Reasoning

A series of technical report on Slow Thinking with LLM

Efficient triton implementation of Native Sparse Attention.

CiteCheck: Towards Accurate Citation Faithfulness Detection

Official code for the paper, "Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning"

Official Repo for Open-Reasoner-Zero

Latest Advances on System-2 Reasoning

nsfc - 国家自然科学基金项目LaTeX模版(面青地)

Code for EMNLP 2024 paper "DVD: Dynamic Contrastive Decoding for Knowledge Amplification in Multi-Document Question Answering"

This is the official implementation of the paper: SwiftCoder: Enhancing Code Generation in Large Language Models through Efficiency-Aware Fine-tuning

The source code of paper "Read it Twice: Towards Faithfully Interpretable Fact Verification by Revisiting Evidence" at SIGIR 2023.

PyTorch implementation for our proposed CFIE in EMNLP 2021 paper "Uncovering Main Causalities for Long-tailed Information Extraction".

An index of algorithms for reinforcement learning from human feedback (rlhf))

[NeurIPS'24 Oral] HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning

OptiBench and ReSocratic Synthesis Method

The official GitHub repo for the paper "DebateQA: Evaluating Question Answering on Debatable Knowledge"

This includes the original implementation of CtrlA: Adaptive Retrieval-Augmented Generation via Inherent Control.

This the implementation of LeCo

This is the repo for our paper "Mr-Ben: A Comprehensive Meta-Reasoning Benchmark for Large Language Models"

[EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"