facebookresearch / CRAG
Comprehensive benchmark for RAG
☆174Updated 6 months ago
Alternatives and similar repositories for CRAG:
Users that are interested in CRAG are comparing it to the libraries listed below
- Repository for "MultiHop-RAG: A Dataset for Evaluating Retrieval-Augmented Generation Across Documents" (COLM 2024)☆305Updated last month
- RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective Augmentation.☆127Updated 2 weeks ago
- AIR-Bench: Automated Heterogeneous Information Retrieval Benchmark☆140Updated 4 months ago
- Github repository for "RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models"☆171Updated 5 months ago
- Repository for Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions, ACL23☆203Updated 10 months ago
- Dense X Retrieval: What Retrieval Granularity Should We Use?☆156Updated last year
- Resources on Large Language Models for Table Processing☆98Updated 6 months ago
- [NAACL'24] Dataset, code and models for "TableLlama: Towards Open Large Generalist Models for Tables".☆128Updated 11 months ago
- ☆162Updated last month
- Benchmarking library for RAG☆193Updated this week
- The official repository for the paper: Evaluation of Retrieval-Augmented Generation: A Survey.☆153Updated last week
- MiniCheck: Efficient Fact-Checking of LLMs on Grounding Documents [EMNLP 2024]☆155Updated 3 months ago
- Official Implementation of "Multi-Head RAG: Solving Multi-Aspect Problems with LLMs"☆206Updated 6 months ago
- Benchmark baseline for retrieval qa applications☆109Updated last year
- Code implementation of synthetic continued pretraining☆107Updated 4 months ago
- Codes for our paper "RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation"☆174Updated 8 months ago
- [Neurips2024] Source code for xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token☆135Updated 10 months ago
- [EMNLP 2024 (Oral)] Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA☆123Updated 5 months ago
- [Preprint] Learning to Filter Context for Retrieval-Augmented Generaton☆192Updated last year
- ☆279Updated last year
- A Survey of Attributions for Large Language Models☆201Updated 8 months ago
- Implementation of "RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation".☆238Updated 11 months ago
- [ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales☆90Updated 3 months ago
- Code for Search-in-the-Chain: Towards Accurate, Credible and Traceable Large Language Models for Knowledge-intensive Tasks☆55Updated last year
- ☆100Updated last month
- Code for paper Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding☆64Updated 10 months ago
- Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs (ACL 2024)☆65Updated 3 weeks ago
- Document Ranking with Large Language Models.☆150Updated 2 weeks ago
- This is the code repo for our paper "Autonomously Knowledge Assimilation and Accommodation through Retrieval-Augmented Agents".☆106Updated 6 months ago
- Corrective Retrieval Augmented Generation☆368Updated 6 months ago