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cs.LG2025
Self-Adapting Language Models
Adam Zweiger, Jyothish Pari, Han Guo +3
Large language models (LLMs) are powerful but static; they lack mechanisms to adapt their weights in response to new tasks, knowledge, or examples. We introduce Self-Adapting LLMs…
cs.CL2025★ 1 cited
Is Active Persona Inference Necessary for Aligning Small Models to Personal Preferences?
Zilu Tang, Afra Feyza Akyürek, Ekin Akyürek +1
A prominent issue in aligning language models (LMs) to personalized preferences is underspecification -- the lack of information from users about their preferences. A popular trend…