Stars
[EMNLP 2025] Official implementation for paper "MoLoRAG: Bootstrapping Document Understanding via Multi-modal Logic-aware Retrieval"
The code used to train and run inference with the ColVision models, e.g. ColPali, ColQwen2, and ColSmol.
Code for our WWW'25 paper "Preference-based Learning with Retrieval Augmented Generation for Conversational Question Answering"
The official repository of UniHGKR: Unified Instruction-aware Heterogeneous Knowledge Retrievers
[ACL 2025 Main] KiRAG: Knowledge-Driven Iterative Retriever for Enhancing Retrieval-Augmented Generation
Knowledge Graph-Guided Retrieval Augmented Generation, NAACL 2025
LLM-KG4QA: Large Language Models and Knowledge Graphs for Question Answering
[Paper][EMNLP 2025] RTQA : Recursive Thinking for Complex Temporal Knowledge Graph Question Answering with Large Language Models
Official repository for "Conflict-Aware Soft Prompting for Retrieval-Augmented Generation" (EMNLP 2025)
Source code for our paper ''RankCoT: Refining Knowledge for Retrieval-Augmented Generation through Ranking Chain-of-Thoughts''
About Awesome things towards foundation agents. Papers / Repos / Blogs / ...
📑 PageIndex: Document Index for Reasoning-based RAG
Mastering Applied AI, One Concept at a Time
Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.
CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmentation Generation
[ACL 2024] Source code for ACL 2024 main coference paper "FastFiD: Improve Inference Efficiency of Open Domain Question Answering via Sentence Selection"
Breaking Boundary Between Pre-training and Fine-tuning with Hybrid Prompting for Knowledge-Based VQA
📝 An Awesome Collection of Chinese Legal Dataset and Relevant Resources. 致力于收集全面的中文法律数据源
The Largest-scale Chinese Medical QA Dataset： with 26,000,000 question answer pairs.
使用深度学习方法解析问题 知识图谱存储 查询知识点 基于医疗垂直领域的对话系统
RAGOnMedicalKG，将大模型RAG与KG结合，完成demo级问答，旨在给出基础的思路。