hyintell / awesome-refreshing-llmsLinks
EMNLP'23 survey: a curation of awesome papers and resources on refreshing large language models (LLMs) without expensive retraining.
☆135Updated last year
Alternatives and similar repositories for awesome-refreshing-llms
Users that are interested in awesome-refreshing-llms are comparing it to the libraries listed below
Sorting:
- [NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't…☆121Updated last year
- Repository for the paper "Cognitive Mirage: A Review of Hallucinations in Large Language Models"☆47Updated last year
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆138Updated last year
- Scaling Sentence Embeddings with Large Language Models☆110Updated last year
- paper list on reasoning in NLP☆192Updated 6 months ago
- Implementation of the paper: "Making Retrieval-Augmented Language Models Robust to Irrelevant Context"☆73Updated last year
- A Survey of Attributions for Large Language Models☆216Updated last year
- Code implementation of synthetic continued pretraining☆133Updated 9 months ago
- [Neurips2024] Source code for xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token☆153Updated last year
- Do Large Language Models Know What They Don’t Know?☆99Updated 11 months ago
- [ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales☆124Updated 8 months ago
- ☆140Updated 2 years ago
- [IJCAI 2024] FactCHD: Benchmarking Fact-Conflicting Hallucination Detection☆89Updated last year
- [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"☆77Updated last year
- [ACL 2023] This is the code repo for our ACL'23 paper "Augmentation-Adapted Retriever Improves Generalization of Language Models as Gener…☆60Updated last year
- RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective Augmentation.☆140Updated 4 months ago
- Source code for the paper "Active Prompting with Chain-of-Thought for Large Language Models"☆245Updated last year
- [NeurIPS 2023] Codebase for the paper: "Guiding Large Language Models with Directional Stimulus Prompting"☆113Updated 2 years ago
- Implementation of the paper: "Answering Questions by Meta-Reasoning over Multiple Chains of Thought"☆96Updated last year
- ☆47Updated last year
- The repository for the survey paper <<Survey on Large Language Models Factuality: Knowledge, Retrieval and Domain-Specificity>>☆340Updated last year
- Paper list of "The Life Cycle of Knowledge in Big Language Models: A Survey"☆59Updated 2 years ago
- Implementation of "Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation"☆82Updated 2 years ago
- [COLING 2025] ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios☆69Updated 4 months ago
- Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning☆165Updated last year
- 🐋 An unofficial implementation of Self-Alignment with Instruction Backtranslation.☆139Updated 5 months ago
- ☆100Updated 11 months ago
- [NeurIPS 2023] This is the code for the paper `Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias`.☆153Updated last year
- Project for the paper entitled `Instruction Tuning for Large Language Models: A Survey`☆188Updated last month
- Repo for ACL2023 paper "Plug-and-Play Knowledge Injection for Pre-trained Language Models"☆61Updated last year