2024 "task arithmetic" Papers

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Localizing Task Information for Improved Model Merging and Compression

Ke Wang, Nikolaos Dimitriadis, Guillermo Ortiz-Jimenez et al.

ICML 2024poster

Merging Multi-Task Models via Weight-Ensembling Mixture of Experts

Anke Tang, Li Shen, Yong Luo et al.

ICML 2024poster

To Each (Textual Sequence) Its Own: Improving Memorized-Data Unlearning in Large Language Models

George-Octavian Bărbulescu, Peter Triantafillou

ICML 2024poster