hyintell / awesome-refreshing-llms
EMNLP'23 survey: a curation of awesome papers and resources on refreshing large language models (LLMs) without expensive retraining.
☆133Updated 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
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆114Updated 7 months ago
- [ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales☆90Updated 3 months ago
- Implementation of the paper: "Making Retrieval-Augmented Language Models Robust to Irrelevant Context"☆70Updated 8 months ago
- paper list on reasoning in NLP☆187Updated 3 weeks ago
- [IJCAI 2024] FactCHD: Benchmarking Fact-Conflicting Hallucination Detection☆87Updated last year
- This is the code repo for our paper "Autonomously Knowledge Assimilation and Accommodation through Retrieval-Augmented Agents".☆106Updated 6 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…☆110Updated 9 months ago
- Do Large Language Models Know What They Don’t Know?☆94Updated 5 months ago
- [NeurIPS 2023] Codebase for the paper: "Guiding Large Language Models with Directional Stimulus Prompting"☆108Updated last year
- RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective Augmentation.☆127Updated 2 weeks ago
- BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval☆107Updated 2 weeks ago
- Official code for "MAmmoTH2: Scaling Instructions from the Web" [NeurIPS 2024]☆139Updated 6 months ago
- 🐋 An unofficial implementation of Self-Alignment with Instruction Backtranslation.☆139Updated 10 months ago
- Scaling Sentence Embeddings with Large Language Models☆107Updated last year
- The code and data of DPA-RAG, accepted by WWW 2025 main conference.☆60Updated 3 months ago
- Repository for the paper "Cognitive Mirage: A Review of Hallucinations in Large Language Models"☆47Updated last year
- Collection of papers for scalable automated alignment.☆89Updated 6 months ago
- A curated list of Large Language Model with RAG☆79Updated last year
- [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"☆67Updated last year
- Code implementation of synthetic continued pretraining☆107Updated 4 months ago
- Code for Search-in-the-Chain: Towards Accurate, Credible and Traceable Large Language Models for Knowledge-intensive Tasks☆55Updated last year
- Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning☆162Updated last year
- Official github repo for AutoDetect, an automated weakness detection framework for LLMs.☆42Updated 10 months ago
- Implementation of "Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation"☆80Updated last year
- ☆71Updated last year
- ☆100Updated last month
- Evaluating the Ripple Effects of Knowledge Editing in Language Models☆55Updated last year
- Codes for papers on Large Language Models Personalization (LaMP)☆157Updated 2 months ago
- Data and Code for Program of Thoughts (TMLR 2023)☆270Updated 11 months ago
- [EMNLP 2023] MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions☆109Updated 7 months ago