qianlima-lab / awesome-lifelong-learning-methods-for-llmLinks
This repository collects awesome survey, resource, and paper for Lifelong Learning for Large Language Models. (Updated Regularly)
☆57Updated last month
Alternatives and similar repositories for awesome-lifelong-learning-methods-for-llm
Users that are interested in awesome-lifelong-learning-methods-for-llm are comparing it to the libraries listed below
Sorting:
- Code for ACL 2024 accepted paper titled "SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language …☆35Updated 6 months ago
- [CSUR 2025] Continual Learning of Large Language Models: A Comprehensive Survey☆432Updated last month
- ☆143Updated 11 months ago
- ☆179Updated last year
- ☆141Updated 10 months ago
- ☆51Updated last month
- Awesome-Long2short-on-LRMs is a collection of state-of-the-art, novel, exciting long2short methods on large reasoning models. It contains…☆233Updated last month
- LoRAMoE: Revolutionizing Mixture of Experts for Maintaining World Knowledge in Language Model Alignment☆353Updated last year
- [SIGIR'24] The official implementation code of MOELoRA.☆169Updated 11 months ago
- 😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond☆263Updated last week
- ☆236Updated last week
- [ACL2024] A Codebase for Incremental Learning with Large Language Models; Official released code for "Learn or Recall? Revisiting Increme…☆48Updated 5 months ago
- [ACM Computing Surveys 2025] This repository collects awesome survey, resource, and paper for Lifelong Learning with Large Language Model…☆137Updated last month
- [ACL 2024] The official codebase for the paper "Self-Distillation Bridges Distribution Gap in Language Model Fine-tuning".☆124Updated 8 months ago
- ☆78Updated last month
- ☆28Updated last year
- Must-read Papers on Large Language Model (LLM) Continual Learning☆144Updated last year
- [ICLR 2025] Released code for paper "Spurious Forgetting in Continual Learning of Language Models"☆49Updated 2 months ago
- LLM hallucination paper list☆318Updated last year
- Latest Advances on Long Chain-of-Thought Reasoning☆415Updated this week
- Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning☆164Updated last year
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆127Updated 3 weeks ago
- A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".☆41Updated 2 years ago
- AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models, ICLR 2025 (Outstanding Paper)☆282Updated last week
- TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆164Updated 2 weeks ago
- The related works and background techniques about Openai o1☆223Updated 6 months ago
- This is the repository of DEER, a Dynamic Early Exit in Reasoning method for Large Reasoning Language Models.☆157Updated last week
- ☆47Updated 5 months ago
- Official code for the paper, "Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning"☆128Updated 2 weeks ago
- Official code implementation for the ACL 2025 paper: 'CoT-based Synthesizer: Enhancing LLM Performance through Answer Synthesis'☆27Updated last month