FudanDNN-NLP / RAG
This is an implementation of the paper: Searching for Best Practices in Retrieval-Augmented Generation
☆215Updated last month
Related projects ⓘ
Alternatives and complementary repositories for RAG
- Official Implementation of "Multi-Head RAG: Solving Multi-Aspect Problems with LLMs"☆175Updated 2 weeks ago
- Code for explaining and evaluating late chunking (chunked pooling)☆246Updated last month
- [EMNLP 2024: Demo Oral] RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation☆254Updated last month
- The official repository for the paper: Evaluation of Retrieval-Augmented Generation: A Survey.☆100Updated last month
- Official repo for "LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs".☆192Updated 2 months ago
- Repository for “PlanRAG: A Plan-then-Retrieval Augmented Generation for Generative Large Language Models as Decision Makers”, NAACL24☆126Updated 5 months ago
- Repository for "MultiHop-RAG: A Dataset for Evaluating Retrieval-Augmented Generation Across Documents" (COLM 2024)☆206Updated this week
- This is a repository of RALM surveys containing a summary of state-of-the-art RAG and other technologies☆187Updated 5 months ago
- Corrective Retrieval Augmented Generation☆298Updated last month
- Official repository for "Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing". Your efficient and high-quality s…☆491Updated 2 weeks ago
- awesome synthetic (text) datasets☆242Updated 3 weeks ago
- Automated Evaluation of RAG Systems☆484Updated 2 weeks ago
- Meta-Chunking: Learning Efficient Text Segmentation via Logical Perception☆61Updated last week
- [EMNLP 2024 Findings] OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs.☆138Updated last week
- Implementation of "RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation".☆179Updated 5 months ago
- ARAGOG- Advanced RAG Output Grading. Exploring and comparing various Retrieval-Augmented Generation (RAG) techniques on AI research paper…☆96Updated 7 months ago
- ☆451Updated 3 weeks ago
- [Preprint] Learning to Filter Context for Retrieval-Augmented Generaton☆183Updated 7 months ago
- Official repository for ORPO☆421Updated 5 months ago
- ☆131Updated 4 months ago
- AIR-Bench: Automated Heterogeneous Information Retrieval Benchmark☆106Updated last month
- AWM: Agent Workflow Memory☆205Updated last month
- MiniCheck: Efficient Fact-Checking of LLMs on Grounding Documents [EMNLP 2024]☆103Updated last month
- Code for Husky, an open-source language agent that solves complex, multi-step reasoning tasks. Husky v1 addresses numerical, tabular and …☆328Updated 5 months ago
- Knowledge Graph Retrieval Augmented Generation (KG-RAG) Eval Datasets☆128Updated 7 months ago
- Evaluation tools for Retrieval-augmented Generation (RAG) methods.☆134Updated this week
- [ACL'24] Selective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuning☆339Updated 2 months ago
- HtmlRAG: HTML is Better Than Plain Text for Modeling Retrieval Results in RAG Systems☆181Updated this week
- Framework for enhancing LLMs for RAG tasks using fine-tuning.☆504Updated this week
- Model, Code & Data for the EMNLP'23 paper "Making Large Language Models Better Data Creators"☆116Updated last year