✨ Can we use interpretability methods to extract linguistic features that characterize dialects❓ 🎉 New preprint: arxiv.org/abs/2402.17914 (@ruoyuxyz, @orevaahia, @tsvetshop, @anas_ant) 👉Code & Data: github.com/ruoyuxie/inter… 🧵(1/6)
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Identifying features that distinguish dialects often require expert knowledge, as the differences could be very subtle. Dialect Identification models are great at recognizing these patterns during training hence their great performance across many language varieties. 🧵(2/6)