Wang-ML-Lab / llm-continual-learning-surveyLinks
[CSUR 2025] Continual Learning of Large Language Models: A Comprehensive Survey
☆413Updated 2 weeks ago
Alternatives and similar repositories for llm-continual-learning-survey
Users that are interested in llm-continual-learning-survey are comparing it to the libraries listed below
Sorting:
- Must-read Papers on Large Language Model (LLM) Continual Learning☆141Updated last year
- Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. arXiv:2408.07666.☆417Updated this week
- A Survey on Data Selection for Language Models☆234Updated last month
- A series of technical report on Slow Thinking with LLM☆685Updated this week
- LLM hallucination paper list☆316Updated last year
- ☆138Updated 10 months ago
- This repository collects awesome survey, resource, and paper for Lifelong Learning for Large Language Models. (Updated Regularly)☆52Updated last week
- [ACM Computing Surveys 2025] This repository collects awesome survey, resource, and paper for Lifelong Learning with Large Language Model…☆132Updated last week
- Project for the paper entitled `Instruction Tuning for Large Language Models: A Survey`☆178Updated 6 months ago
- awesome papers in LLM interpretability☆478Updated last week
- AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning (ICLR 2023).☆327Updated 2 years ago
- Official implementation for the paper "DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models"☆493Updated 4 months ago
- Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models☆414Updated 2 weeks ago
- LoRAMoE: Revolutionizing Mixture of Experts for Maintaining World Knowledge in Language Model Alignment☆339Updated last year
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆453Updated 7 months ago
- An Extensible Continual Learning Framework Focused on Language Models (LMs)☆280Updated last year
- This is a collection of research papers for Self-Correcting Large Language Models with Automated Feedback.☆526Updated 7 months ago
- Latest Advances on Long Chain-of-Thought Reasoning☆343Updated last week
- Paper list for Efficient Reasoning.☆463Updated last week
- [ACL 2024] A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future☆450Updated 4 months ago
- 😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond☆228Updated last week
- ✨✨Latest Papers and Benchmarks in Reasoning with Foundation Models☆585Updated last month
- Implementation for "Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs"☆368Updated 4 months ago
- Must-read Papers on Knowledge Editing for Large Language Models.☆1,093Updated last week
- A curated list of LLM Interpretability related material - Tutorial, Library, Survey, Paper, Blog, etc..☆243Updated 2 months ago
- Must-read Papers of Parameter-Efficient Tuning (Delta Tuning) Methods on Pre-trained Models.☆284Updated last year
- Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning☆164Updated last year
- AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models, ICLR 2025 (Outstanding Paper)☆250Updated last month
- Collection of training data management explorations for large language models☆325Updated 10 months ago
- Awesome-Long2short-on-LRMs is a collection of state-of-the-art, novel, exciting long2short methods on large reasoning models. It contains…☆218Updated 2 weeks ago