carriex / recomp
RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective Augmentation.
☆95Updated 4 months ago
Related projects ⓘ
Alternatives and complementary repositories for recomp
- Github repository for "RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models"☆114Updated last month
- Source code of DRAGIN, ACL 2024 main conference Long Paper☆83Updated last month
- 🌲 Code for our EMNLP 2023 paper - 🎄 "Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Mode…☆44Updated 11 months ago
- Implementation of the paper: "Answering Questions by Meta-Reasoning over Multiple Chains of Thought"☆92Updated 9 months ago
- [Neurips2024] Source code for xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token☆89Updated 4 months ago
- [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"☆59Updated 6 months ago
- This is the code repo for our paper "Autonomously Knowledge Assimilation and Accommodation through Retrieval-Augmented Agents".☆99Updated 2 weeks ago
- Code for Search-in-the-Chain: Towards Accurate, Credible and Traceable Large Language Models for Knowledge-intensive Tasks☆47Updated 7 months ago
- Repository for Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions, ACL23☆169Updated 4 months ago
- [Preprint] Learning to Filter Context for Retrieval-Augmented Generaton☆183Updated 7 months ago
- EMNLP'23 survey: a curation of awesome papers and resources on refreshing large language models (LLMs) without expensive retraining.☆123Updated 10 months ago
- Benchmarking library for RAG☆112Updated this week
- [NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't…☆84Updated 3 months ago
- [NAACL 2024] End-to-End Beam Retrieval for Multi-Hop Question Answering☆76Updated 6 months ago
- BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval☆56Updated 2 weeks ago
- Implementation of the paper: "Making Retrieval-Augmented Language Models Robust to Irrelevant Context"☆61Updated 3 months ago
- [IJCAI 2024] FactCHD: Benchmarking Fact-Conflicting Hallucination Detection☆81Updated 6 months ago
- Scaling Sentence Embeddings with Large Language Models☆98Updated 7 months ago
- Official codebase for permutation self-consistency.☆16Updated 8 months ago
- FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions☆39Updated 4 months ago
- ☆69Updated last year
- [EMNLP 2024 (Oral)] Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA☆89Updated last month
- Dense X Retrieval: What Retrieval Granularity Should We Use?☆131Updated 10 months ago
- [NAACL'24] Dataset, code and models for "TableLlama: Towards Open Large Generalist Models for Tables".☆113Updated 5 months ago
- RARR: Researching and Revising What Language Models Say, Using Language Models☆43Updated last year
- ☆262Updated 10 months ago
- [NeurIPS 2023] Codebase for the paper: "Guiding Large Language Models with Directional Stimulus Prompting"☆100Updated last year
- Companion code for FanOutQA: Multi-Hop, Multi-Document Question Answering for Large Language Models (ACL 2024)☆35Updated 3 weeks ago
- Repository for the paper "Cognitive Mirage: A Review of Hallucinations in Large Language Models"☆46Updated last year
- This is the repository for the GenIR survey.☆122Updated 3 months ago