WangRongsheng / Awesome-LLM-with-RAGLinks
A curated list of Large Language Model with RAG
☆81Updated 2 years ago
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:
- This is the code repo for our paper "Enhancing Knowledge Integration and Utilization of Large Language Models via Constructivist Cognitio…☆112Updated 2 months ago
- [ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales☆134Updated 11 months ago
- EMNLP'23 survey: a curation of awesome papers and resources on refreshing large language models (LLMs) without expensive retraining.☆136Updated 2 years ago
- Project for the paper entitled `Instruction Tuning for Large Language Models: A Survey`☆214Updated 4 months ago
- Implementation of the paper: "Making Retrieval-Augmented Language Models Robust to Irrelevant Context"☆76Updated last year
- ☆166Updated 2 months ago
- [Neurips2024] Source code for xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token☆167Updated last year
- A Survey of Attributions for Large Language Models☆221Updated last year
- 🌲 Code for our EMNLP 2023 paper - 🎄 "Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Mode…☆52Updated 2 years ago
- Repository for the paper "Cognitive Mirage: A Review of Hallucinations in Large Language Models"☆47Updated 2 years ago
- [IJCAI 2024] FactCHD: Benchmarking Fact-Conflicting Hallucination Detection☆90Updated last year
- [Neurips2023] Source code for Lift Yourself Up: Retrieval-augmented Text Generation with Self Memory☆62Updated 2 years ago
- [NeurIPS 2023] This is the code for the paper `Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias`.☆156Updated 2 years ago
- 🐋 An unofficial implementation of Self-Alignment with Instruction Backtranslation.☆138Updated 8 months ago
- [ACL 2024] LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement☆192Updated last year
- ☆158Updated last year
- ☆143Updated 2 years ago
- A curated reading list for large language model (LLM) alignment. Take a look at our new survey "Large Language Model Alignment: A Survey"…☆81Updated 2 years ago
- Code implementation of synthetic continued pretraining☆144Updated last year
- EMNLP 2023 Papers: Explore cutting-edge research from EMNLP 2023, the premier conference for advancing empirical methods in natural langu…☆111Updated last year
- LLM hallucination paper list☆328Updated last year
- ToolQA, a new dataset to evaluate the capabilities of LLMs in answering challenging questions with external tools. It offers two levels …☆283Updated 2 years ago
- Repository for Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions, ACL23☆244Updated last year
- A curated list of awesome papers about information retrieval(IR) in the age of large language model(LLM). These include retrieval augment…☆77Updated last year
- A Survey on Data Selection for Language Models☆254Updated 8 months ago
- [NAACL 2024] End-to-End Beam Retrieval for Multi-Hop Question Answering☆119Updated last year
- paper list on reasoning in NLP☆194Updated 8 months ago
- Source code for the paper "Active Prompting with Chain-of-Thought for Large Language Models"☆248Updated last year
- RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective Augmentation.☆144Updated 7 months ago
- [ACL 2023] Code and Data Repo for Paper "Element-aware Summary and Summary Chain-of-Thought (SumCoT)"☆53Updated last year