✨An Empirical Study on Preference Tuning Generalization and Diversity Under Domain Shift

📝 Summary:
Preference tuning performance degrades under domain shift. This study found pseudo-labeling adaptation strategies effectively reduce performance degradation in summarization and question-answering tasks across various alignment objectives.

🔹 Publication Date: Published on Jan 9

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2601.05882
• PDF: https://arxiv.org/pdf/2601.05882
• Github: https://github.com/ckarouzos/prefadap

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