SPFG dataset enables LLMs to generate spoken grammatical corrections and encouraging pedagogical feedback from transcripts, with SFT outperforming preference alignment and correction quality weakly coupled to feedback quality.
In10th Workshop on Speech and Language Technology in Education (SLaTE), pages 143–147
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Listen, Correct, and Feed Back: Spoken Pedagogical Feedback Generation
SPFG dataset enables LLMs to generate spoken grammatical corrections and encouraging pedagogical feedback from transcripts, with SFT outperforming preference alignment and correction quality weakly coupled to feedback quality.