Answers are grounded in this paper and cite their sources.
Sampling rule for passages from the TalkMoves dataset (Suresh et al., 2022): development part (Dev-Train), validation part (Dev-Val), aggregator pool and locked test part, assigned by lesson series. The rule was approved and the draw carried out on 2026-10-28 with seed 20261028; the allocation files contain only sentence IDs, no transcript text. Hypotheses, conditions and the analysis plan follow in part 2 before the main runs.
No takes yet. Share an insight, caveat, or question.
Simon Filler (2026) studied this question.
Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context: