WangRongsheng / Awesome-LLM-with-RAGLinks
A curated list of Large Language Model with RAG
☆79Updated last year
Alternatives and similar repositories for Awesome-LLM-with-RAG
Users that are interested in Awesome-LLM-with-RAG are comparing it to the libraries listed below
Sorting:
- [ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales☆98Updated 4 months ago
- Repository for the paper "Cognitive Mirage: A Review of Hallucinations in Large Language Models"☆47Updated last year
- 🌲 Code for our EMNLP 2023 paper - 🎄 "Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Mode…☆50Updated last year
- Implementation of the paper: "Making Retrieval-Augmented Language Models Robust to Irrelevant Context"☆69Updated 10 months ago
- This is the code repo for our paper "Autonomously Knowledge Assimilation and Accommodation through Retrieval-Augmented Agents".☆107Updated 8 months ago
- [NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't…☆114Updated 11 months ago
- Project for the paper entitled `Instruction Tuning for Large Language Models: A Survey`☆179Updated 6 months ago
- [Neurips2024] Source code for xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token☆144Updated 11 months ago
- EMNLP'23 survey: a curation of awesome papers and resources on refreshing large language models (LLMs) without expensive retraining.☆133Updated last year
- [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"☆69Updated last year
- Repository for Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions, ACL23☆215Updated last year
- 🐋 An unofficial implementation of Self-Alignment with Instruction Backtranslation.☆140Updated last month
- [IJCAI 2024] FactCHD: Benchmarking Fact-Conflicting Hallucination Detection☆87Updated last year
- [EMNLP 2023] The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning☆243Updated last year
- Code for "Democratizing Reasoning Ability: Tailored Learning from Large Language Model", EMNLP 2023☆35Updated last year
- ☆283Updated last year
- Scaling Sentence Embeddings with Large Language Models☆109Updated last year
- [ACL 2023] Code and Data Repo for Paper "Element-aware Summary and Summary Chain-of-Thought (SumCoT)"☆53Updated last year
- RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective Augmentation.☆134Updated last month
- ☆138Updated last year
- [Neurips2023] Source code for Lift Yourself Up: Retrieval-augmented Text Generation with Self Memory☆59Updated 2 years ago
- ☆73Updated last year
- Official github repo for AutoDetect, an automated weakness detection framework for LLMs.☆42Updated last year
- Code and data for "The Power of Noise: Redefining Retrieval for RAG Systems"☆54Updated 8 months ago
- Implementation of the paper: "Answering Questions by Meta-Reasoning over Multiple Chains of Thought"☆95Updated last year
- [NeurIPS 2023] This is the code for the paper `Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias`.☆150Updated last year
- Contrastive Chain-of-Thought Prompting☆63Updated last year
- A framework for editing the CoTs for better factuality☆50Updated last year
- Self-Evolved Diverse Data Sampling for Efficient Instruction Tuning☆81Updated last year
- [NAACL 2024] End-to-End Beam Retrieval for Multi-Hop Question Answering☆104Updated last year