Reasoning-tuned DeepSeek models give only small, inconsistent gains over base models on idiomaticity detection, and supplying definitions from large models can improve smaller models on some datasets.
InProceed- ings of the Joint Workshop on Multiword Expressions and Universal Dependencies (MWE-UD) @ LREC- COLING 2024, pages 178–187, Torino, Italia
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Stands to Reason: Investigating the Effect of Reasoning on Idiomaticity Detection
Reasoning-tuned DeepSeek models give only small, inconsistent gains over base models on idiomaticity detection, and supplying definitions from large models can improve smaller models on some datasets.