Interpretable, fairly evaluated automated L2 speaking assessment that beats the single-human ceiling and why pause encoding does not change LLM fluency scores
Read the original at arxiv.org→arXiv:2608.26137v1 Announce Type: new Abstract: Second-language (L2) English learners can rarely rehearse speaking with a partner. Speaking is also the most anxiety-laden skill. These gaps drive a fast-growing...
Original headline: "Interpretable, Fairly Evaluated Automated L2 Speaking Assessment that Beats the Single-Human Ceiling and Why Pause Encoding Does Not Change LLM Fluency Scores"
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- Aug 28, 04:00 UTC arXiv cs.CL lead source Interpretable, Fairly Evaluated Automated L2 Speaking Assessment that Beats the Single-Human Ceiling and Why Pause Encoding Does Not Change LLM Fluency Scores