[ACL2024] A Codebase for Incremental Learning with Large Language Models; Official released code for "Learn or Recall? Revisiting Incremental Learning with Pre-trained Language Models (ACL 2024)", "Incremental Sequence Labeling: A Tale of Two Shifts (ACL 2024 Findings)", and "Concept-1K: A Novel Benchmark for Instance Incremental Learning (arxiv…
☆60Feb 1, 2025Updated last year
Alternatives and similar repositories for codebase-for-incremental-learning-with-llm
Users that are interested in codebase-for-incremental-learning-with-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
- [ACM Computing Surveys 2025] This repository collects awesome survey, resource, and paper for Lifelong Learning with Large Language Model…☆161May 30, 2025Updated 9 months ago
- [ICLR 2025] Released code for paper "Spurious Forgetting in Continual Learning of Language Models"☆60May 9, 2025Updated 10 months ago
- Code for ACL 2024 accepted paper titled "SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language …☆38Jan 13, 2025Updated last year
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Code repo for "LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners"☆82May 30, 2025Updated 9 months ago
- This repository collects awesome survey, resource, and paper for Lifelong Learning for Large Language Models. (Updated Regularly)☆70May 30, 2025Updated 9 months 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
- TPAMI 2026 | This repository collects awesome survey, resource, and paper for lifelong learning LLM agents☆289Feb 5, 2026Updated last month
- This repository collects awesome representative papers and resources for "From Pre-training to Post-training: A Survey on Time Series Fou…☆32Feb 1, 2026Updated last month
- Repository for the paper: "TiC-LM: A Web-Scale Benchmark for Time-Continual LLM Pretraining" ACL Oral 2025☆22Mar 6, 2026Updated 3 weeks ago
- [AAAI 2024] Towards Continual Knowledge Graph Embedding via Incremental Distillation☆19May 8, 2024Updated last year
- [CSUR 2025] Continual Learning of Large Language Models: A Comprehensive Survey☆534Dec 23, 2025Updated 3 months ago
- Code for the paper: Rehearsal-free Continual Language Learning via Efficient Parameter Isolation☆12May 16, 2023Updated 2 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Instruction Tuning in Continual Learning paradigm☆72Feb 5, 2025Updated last year
- TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models☆90Jan 24, 2024Updated 2 years ago
- Methods and evaluation for aligning language models temporally☆30Mar 2, 2024Updated 2 years ago
- 整理所有特征工程用到的方法，为了复用☆11Jan 11, 2021Updated 5 years ago
- 2021年亚太地区数学建模赛题A(图像边缘分析与应用) Halcon方案实现、代码、实验数据☆14Nov 30, 2021Updated 4 years ago
- Code for "Self-Sustaining Representation Expansion for Non-Exemplar Class-Incremental Learning"☆21Oct 26, 2022Updated 3 years ago
- This is the official code for the paper "Reconstruct before Query: Continual Missing Modality Learning with Decomposed Prompt Collaborati…☆12Aug 13, 2024Updated last year
- ☆14Jan 10, 2025Updated last year
- Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning☆36Nov 17, 2024Updated last year
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- text classification compitioin top 10 strategy☆18Aug 14, 2021Updated 4 years ago
- Pytorch Implementation for "Preserving Linear Separability in Continual Learning by Backward Feature Projection" (CVPR 2023)☆18Jun 29, 2023Updated 2 years ago
- ☆17Feb 17, 2024Updated 2 years ago
- Continual Learning for Task-Oriented Dialogue Systems☆30Apr 21, 2022Updated 3 years ago
- "Tail-Aware Sperm Analysis for Transparent Tracking of Spermatozoa" Official Implementation☆10Jan 21, 2026Updated 2 months ago
- [AAAI 2024] SVDP: Exploring Sparse Visual Prompt for Domain Adaptive Dense Prediction☆32Apr 26, 2024Updated last year
- ☆12Jan 19, 2026Updated 2 months ago
- ☆11Sep 10, 2023Updated 2 years ago
- ☆17Jun 14, 2024Updated last year
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- [ACL 2024] The official codebase for the paper "Self-Distillation Bridges Distribution Gap in Language Model Fine-tuning".☆163Nov 2, 2024Updated last year
- IEEE TMI 2022: Cyclical Self-Supervision for Semi-Supervised Ejection Fraction Prediction from Echocardiogram Videos☆17Apr 23, 2023Updated 2 years ago
- This is a public repository for:☆38Aug 11, 2021Updated 4 years ago
- Official implementation of "AIR: Analytic Imbalance Rectifier for Continual Learning"☆20Jan 7, 2025Updated last year
- Code for the pubblication "Distilled Replay: Overcoming Forgetting through Synthetic Examples"☆12Apr 1, 2021Updated 4 years ago
- This repository compiles a list of papers/resources related to the graph retrieval-augmented generation! Star⭐ the repo and follow me if …☆10Dec 7, 2024Updated last year
- PyTorch implementation of paper "Evolving Parameterized Prompt Memory for Continual Learning" in AAAI 2024 (Oral).☆13Apr 15, 2024Updated last year