UltraRAG v2: A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines

哈尔滨工程大学课程攻略共享计划

Awesome-Parallel-Reasoning: Unlocking the reasoning potential of LLMs. Papers, Code, Resources & Survey.

[ADMA 2025] This is the code repo for our ADMA'25 paper: LegalDuet: Learning Fine-grained Representations for Legal Judgment Prediction via a Dual-View Contrastive Learning.

Source code for our paper ''Mitigating Judgment Preference Bias in Large Language Models through Group-Based Polling''

[WISA '25] This is the code repo for our WISA '25 paper "Adapting Language Models to Text Matching based Recommendation Systems".

The offical repo for "Parallel-R1: Towards Parallel Thinking via Reinforcement Learning"

Source code for paper "ExpandR: Teaching Dense Retrievers Beyond Queries with LLM Guidance"

Long-Context LLM Preference Optimization

Source code for our paper ''RankCoT: Refining Knowledge for Retrieval-Augmented Generation through Ranking Chain-of-Thoughts''

This is the code repo for the paper "RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards".

ParamMute: Suppressing Knowledge-Critical FFNs for Faithful Retrieval-Augmented Generation

MLNLP社区用来帮助大家避免论文投稿小错误的整理仓库。 Paper Writing Tips

This is the code repo for the paper "Learning to Route Queries Across Knowledge Bases for Step-wise Retrieval-Augmented Reasoning".

[KDD '26] This is the code repo for our KDD '26 paper "LISRec: Modeling User Preferences with Learned Item Shortcuts for Sequential Recommendation".

MiMo: Unlocking the Reasoning Potential of Language Model – From Pretraining to Posttraining

This is the code repo for our paper "Learning More Effective Representations for Dense Retrieval through Deliberate Thinking Before Search".

Tool Learning for Big Models, Open-Source Solutions of ChatGPT-Plugins

Library for training process reward models

The official repo for paper, LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods.