What Will My Model Forget? Forecasting Forgotten Examples in Language
Model Refinement

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What Will My Model Forget? Forecasting Forgotten Examples in Language Model Refinement

2 February 2024

Xiang Ren

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Papers citing "What Will My Model Forget? Forecasting Forgotten Examples in Language Model Refinement"

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Title
SelfAug: Mitigating Catastrophic Forgetting in Retrieval-Augmented Generation via Distribution Self-Alignment Yuqing Huang Rongyang Zhang Qimeng Wang Chengqiang Lu Yan Gao ... Xuyang Zhi Guiquan Liu Xin Li Hao Wang Tong Xu CLL 155 2 0 04 Sep 2025
PropMEND: Hypernetworks for Knowledge Propagation in LLMs Zeyu Leo Liu Greg Durrett Eunsol Choi KELM 117 0 0 10 Jun 2025
PaperBench: Evaluating AI's Ability to Replicate AI Research Giulio Starace Oliver Jaffe Dane Sherburn James Aung Jun Shern Chan ... Benjamin Kinsella Wyatt Thompson Johannes Heidecke Amelia Glaese Tejal Patwardhan ALM ELM 1.5K 81 0 02 Apr 2025
Unleashing the Power of Data Tsunami: A Comprehensive Survey on Data Assessment and Selection for Instruction Tuning of Language Models Yulei Qin Yuncheng Yang Pengcheng Guo Gang Li Hang Shao Yuchen Shi Zihan Xu Yun Gu Ke Li Xing Sun ALM 739 22 0 31 Dec 2024
BAPO: Base-Anchored Preference Optimization for Personalized Alignment in Large Language Models Gihun Lee Minchan Jeong Yujin Kim Hojung Jung Jaehoon Oh Sangmook Kim Se-Young Yun 237 3 0 30 Jun 2024
Continual Learning of Large Language Models: A Comprehensive Survey Haizhou Shi Zihao Xu Hengyi Wang Weiyi Qin Wenyuan Wang Yibin Wang Zifeng Wang Sayna Ebrahimi Hao Wang CLL KELM LRM 361 146 0 25 Apr 2024