hyintell / awesome-refreshing-llmsLinks
EMNLP'23 survey: a curation of awesome papers and resources on refreshing large language models (LLMs) without expensive retraining.
☆136Updated 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:
- paper list on reasoning in NLP☆194Updated 8 months ago
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆149Updated last year
- Do Large Language Models Know What They Don’t Know?☆102Updated last year
- [NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't…☆126Updated last year
- Paper list of "The Life Cycle of Knowledge in Big Language Models: A Survey"☆59Updated 2 years ago
- Repository for the paper "Cognitive Mirage: A Review of Hallucinations in Large Language Models"☆47Updated 2 years ago
- Implementation of the paper: "Answering Questions by Meta-Reasoning over Multiple Chains of Thought"☆96Updated last year
- ☆142Updated 2 years ago
- Implementation of the paper: "Making Retrieval-Augmented Language Models Robust to Irrelevant Context"☆75Updated last year
- [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"☆78Updated last year
- [ICLR 2024] Evaluating Large Language Models at Evaluating Instruction Following☆134Updated last year
- [IJCAI 2024] FactCHD: Benchmarking Fact-Conflicting Hallucination Detection☆90Updated last year
- 🐋 An unofficial implementation of Self-Alignment with Instruction Backtranslation.☆138Updated 7 months ago
- Collection of papers for scalable automated alignment.☆94Updated last year
- Scaling Sentence Embeddings with Large Language Models☆109Updated last year
- [Neurips2023] Source code for Lift Yourself Up: Retrieval-augmented Text Generation with Self Memory☆62Updated 2 years ago
- [ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales☆133Updated 10 months ago
- [NeurIPS 2023] Codebase for the paper: "Guiding Large Language Models with Directional Stimulus Prompting"☆111Updated 2 years ago
- [COLING 2025] ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios☆71Updated 6 months ago
- [Neurips2024] Source code for xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token☆164Updated last year
- Implementation of "Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation"☆82Updated 2 years ago
- [ACL 2023] Plug-and-Play Knowledge Injection for Pre-trained Language Models☆61Updated last year
- Code implementation of synthetic continued pretraining☆142Updated 11 months ago
- A Survey of Attributions for Large Language Models☆220Updated last year
- ☆241Updated 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
- This is the code repo for our paper "Enhancing Knowledge Integration and Utilization of Large Language Models via Constructivist Cognitio…☆112Updated 2 months ago
- Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning☆167Updated last year
- Data and Code for Program of Thoughts [TMLR 2023]☆300Updated last year
- The repository for the survey paper <<Survey on Large Language Models Factuality: Knowledge, Retrieval and Domain-Specificity>>☆340Updated last year