Junhao Zheng (郑俊豪)

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

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

codebase-for-incremental-learning-with-llm. [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)"

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

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

deep-learning-course-documents. SCUT神经网络与深度学习的实验和大作业文档