[ACM Computing Surveys 2025] This repository collects awesome survey, resource, and paper for Lifelong Learning with Large Language Models. (Updated Regularly)
☆162May 30, 2025Updated 11 months ago
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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ACL2024] A Codebase for Incremental Learning with Large Language Models; Official released code for "Learn or Recall? Revisiting Increme…☆61Feb 1, 2025Updated last year
- [EMNLP2022] Released code for paper "Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity Recognition"☆22Feb 9, 2023Updated 3 years ago
- [ACL2023] Preserving Commonsense Knowledge from Pre-trained Language Models via Causal Inference☆24Dec 25, 2023Updated 2 years ago
- [ICLR 2025] Released code for paper "Spurious Forgetting in Continual Learning of Language Models"☆62May 9, 2025Updated last year
- This repository collects awesome survey, resource, and paper for Lifelong Learning for Large Language Models. (Updated Regularly)☆71May 30, 2025Updated 11 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Code repo for "LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners"☆89May 30, 2025Updated 11 months ago
- TPAMI 2026 | This repository collects awesome survey, resource, and paper for lifelong learning LLM agents☆300Feb 5, 2026Updated 3 months ago
- [CSUR 2025] Continual Learning of Large Language Models: A Comprehensive Survey☆543Dec 23, 2025Updated 5 months ago
- Learning records for building a large language model from scratch☆59Jan 1, 2025Updated last year
- [ICML 2024] Model Tailor: Mitigating Catastrophic Forgetting in Multi-modal Large Language Models☆34Sep 1, 2024Updated last year
- Code for ACL 2024 accepted paper titled "SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language …☆40Jan 13, 2025Updated last year
- Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning☆37Nov 17, 2024Updated last year
- ☆20May 14, 2026Updated last week
- A Comprehensive Survey on Continual Learning in Generative Models.☆150Feb 14, 2026Updated 3 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Instruction Tuning in Continual Learning paradigm☆78Feb 5, 2025Updated last year
- [AAAI 2024 Oral] Towards Continual Knowledge Graph Embedding via Incremental Distillation☆19May 8, 2024Updated 2 years ago
- SCUT神经网络与深度学习的实验和大作业文档☆18Nov 26, 2022Updated 3 years ago
- A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. TPAMI, 2024.☆362Jan 27, 2026Updated 3 months ago
- 🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox☆576Jan 29, 2026Updated 3 months ago
- ☆16Feb 8, 2024Updated 2 years ago
- A mobile application that can help users get the perfect blackboard photos.☆25Jun 2, 2024Updated last year
- [AAAI 2023] IterDE: An Iterative Knowledge Distillation Framework for Knowledge Graph Embeddings☆10Apr 3, 2024Updated 2 years ago
- TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models☆97Jan 24, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Code for the paper: Rehearsal-free Continual Language Learning via Efficient Parameter Isolation☆13May 16, 2023Updated 3 years ago
- ☆16Apr 9, 2021Updated 5 years ago
- Official implementation of WildFX Dataset Generating pipeline.☆18Oct 21, 2025Updated 7 months ago
- Implementation code for ACL2024：Advancing Parameter Efficiency in Fine-tuning via Representation Editing☆15Apr 20, 2024Updated 2 years ago
- [ACL'25 Main] Official Implementation of HiDe-LLaVA: Hierarchical Decoupling for Continual Instruction Tuning of Multimodal Large Languag…☆52Feb 16, 2026Updated 3 months ago
- EMNLP'23 survey: a curation of awesome papers and resources on refreshing large language models (LLMs) without expensive retraining.☆135Dec 12, 2023Updated 2 years ago
- ☆20Nov 20, 2024Updated last year
- ☆33Feb 24, 2025Updated last year
- The 4th rank system of the SemEval 2021 Task4.☆10May 7, 2022Updated 4 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- [Konvens21] This repository contains the DFKI MobIE Corpus, a dataset of 3,232 German-language documents that have been annotated with fi…☆12Sep 17, 2024Updated last year
- [ICLR 2025] Language Imbalance Driven Rewarding for Multilingual Self-improving☆25Apr 6, 2026Updated last month
- The code and dataset for "FastRE: Towards Fast Relation Extraction with Convolutional Encoder and Improved Cascade Binary Tagging Framewo…☆25Aug 13, 2022Updated 3 years ago
- Streaming Video Diffusion: Online Video Editing with Diffusion Models☆18Jun 3, 2024Updated last year
- ☆29Apr 7, 2024Updated 2 years ago
- The official GitHub page for the survey paper "A Survey on LLM Symbolic Reasoning". And this paper is under review.☆34May 13, 2026Updated last week
- A curated list of cutting-edge research papers and resources on Long Chain-of-Thought (CoT) Reasoning with Tools.☆47Dec 17, 2025Updated 5 months ago