lihanghang/NLP-Knowledge-Graph

该仓库主要记录 NLP 算法工程师相关的顶会论文研读笔记

Awesome-GraphRAG: A curated list of resources (surveys, papers, benchmarks, and opensource projects) on graph-based retrieval-augmented generation.

Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models

List of language agents based on paper "Cognitive Architectures for Language Agents"

A Collection of Papers about Memory for Language Agents

[Up-to-date] Large Language Model Agent: A Survey on Methodology, Applications and Challenges

[NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge across external documents. RAG + Knowledge Graphs + Personalized PageRank.

A list of recent papers about Graph Neural Network methods applied in NLP areas.

Agentic-RAG explores advanced Retrieval-Augmented Generation systems enhanced with AI LLM agents.