[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:
- [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"☆61May 9, 2025Updated 11 months ago
- This repository collects awesome survey, resource, and paper for Lifelong Learning for Large Language Models. (Updated Regularly)☆71May 30, 2025Updated 11 months ago
- TPAMI 2026 | This repository collects awesome survey, resource, and paper for lifelong learning LLM agents☆298Feb 5, 2026Updated 2 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.
- [CSUR 2025] Continual Learning of Large Language Models: A Comprehensive Survey☆540Dec 23, 2025Updated 4 months ago
- Learnable drift compensation (LDC) reduces semantic drift in continual learning using a trainable projector to map between tasks.☆19Nov 13, 2024Updated 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☆36Nov 17, 2024Updated last year
- A Comprehensive Survey on Continual Learning in Generative Models.☆147Feb 14, 2026Updated 2 months ago
- Instruction Tuning in Continual Learning paradigm☆75Feb 5, 2025Updated last year
- [AAAI 2024 Oral] Towards Continual Knowledge Graph Embedding via Incremental Distillation☆19May 8, 2024Updated last year
- ☆27Jul 29, 2025Updated 9 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Official implementation of WildFX Dataset Generating pipeline.☆17Oct 21, 2025Updated 6 months ago
- [AAAI 2023] IterDE: An Iterative Knowledge Distillation Framework for Knowledge Graph Embeddings☆10Apr 3, 2024Updated 2 years ago
- Code for the paper: Rehearsal-free Continual Language Learning via Efficient Parameter Isolation☆13May 16, 2023Updated 2 years ago
- ☆16Apr 9, 2021Updated 5 years ago
- Implementation code for ACL2024：Advancing Parameter Efficiency in Fine-tuning via Representation Editing☆15Apr 20, 2024Updated 2 years ago
- ☆20Nov 20, 2024Updated last year
- PyTorch implementation of paper "Evolving Parameterized Prompt Memory for Continual Learning" in AAAI 2024 (Oral).☆13Apr 15, 2024Updated 2 years ago
- ☆33Feb 24, 2025Updated last year
- [ICLR 2025] Language Imbalance Driven Rewarding for Multilingual Self-improving☆25Apr 6, 2026Updated 3 weeks ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- 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
- Code and benchmark for the paper: "A Practitioner's Guide to Continual Multimodal Pretraining" [NeurIPS'24]☆62Dec 10, 2024Updated last year
- An unofficial implementation of SOLAR-10.7B model and the newly proposed interlocked-DUS(iDUS) implementation and experiment details.☆14Mar 20, 2024Updated 2 years ago
- ☆29Apr 7, 2024Updated 2 years ago
- Related papers for Continual Reinforcement Learning.☆48Feb 8, 2026Updated 2 months ago
- Code for our NeurIPS´24 paper☆38Oct 28, 2024Updated last year
- A curated list of cutting-edge research papers and resources on Long Chain-of-Thought (CoT) Reasoning with Tools.☆47Dec 17, 2025Updated 4 months ago
- [EMNLP'25] Code for paper "MT-R1-Zero: Advancing LLM-based Machine Translation via R1-Zero-like Reinforcement Learning"☆68Apr 15, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [EMNLP 2024 poster] Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning☆16Dec 17, 2024Updated last year
- [NeurIPS 2024] Can Language Models Learn to Skip Steps?☆22Jan 25, 2025Updated last year
- ☆126Feb 10, 2024Updated 2 years ago
- Resources for the paper "PARE: A Simple and Strong Baseline for Monolingual and Multilingual Distantly Supervised Relation Extraction"☆13Jul 26, 2022Updated 3 years ago
- [ACL 2026] R-Search: Empowering LLM Reasoning with Search via Multi-Reward Reinforcement Learning☆29Jan 4, 2026Updated 3 months ago
- Official Repo for SwS: A Weakness-driven Problem Synthesis Framework in RL for LLM Reasoning☆42Nov 11, 2025Updated 5 months ago
- The paper "Triple-shapelet Networks for Time Series Classification"☆15Feb 8, 2020Updated 6 years ago