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1. spurious-forgetting spurious-forgetting Public

   [ICLR 2025] Released code for paper "Spurious Forgetting in Continual Learning of Language Models"

   Jupyter Notebook 33 4

2. awesome-lifelong-learning-methods-for-llm awesome-lifelong-learning-methods-for-llm Public

   [ACM Computing Surveys 2025] This repository collects awesome survey, resource, and paper for Lifelong Learning with Large Language Models. (Updated Regularly)

   120 6

3. codebase-for-incremental-learning-with-llm codebase-for-incremental-learning-with-llm Public

   [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)", …

   Python 40 9

4. CET CET Public

   [ACL2023] Preserving Commonsense Knowledge from Pre-trained Language Models via Causal Inference

   Python 24 5

5. CFNER CFNER Public

   [EMNLP2022] Released code for paper "Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity Recognition"

   Python 22 4