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Home/Authors/Kian Ahrabian

Kian Ahrabian

1 indexed paper

Recent (6 mo)
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Publications per year

1
26

Top categories

ML×1NLP×1

Frequent co-authors

Hasan Amin1×
Ming Yin1×
Rajiv Khanna1×

Research Timeline

2026
Escaping the Mode Lottery: Multi-Response Training Improves Language Model Generalization

The paper introduces Multi-Response Training (MRT) to combat the 'mode lottery' problem in language model fine-tuning, showing that retaining multiple valid responses significantly improves distributional generalization.

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Papers

cs.LGcs.CLRecentMay 30, 2026

Escaping the Mode Lottery: Multi-Response Training Improves Language Model Generalization

Hasan Amin, Kian Ahrabian, Ming Yin, Rajiv Khanna

The paper introduces Multi-Response Training (MRT) to combat the 'mode lottery' problem in language model fine-tuning, showing that retaining multiple valid responses significantly improves distributi…

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