Preregistration (part 1): Sampling rule and data split for the study 'An LLM manual for coding teacher talk moves' (TalkMoves)

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.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-28
DOI
https://doi.org/10.5281/zenodo.23727436
Primary Topic
Computational and Text Analysis Methods
Type
article
Field-Weighted Citation Impact
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article

Preregistration (part 1): Sampling rule and data split for the study 'An LLM manual for coding teacher talk moves' (TalkMoves)

Simon Filler
6 links
Zenodo (CERN European Organization for Nuclear Research)
Computational and Text Analysis Methods
article

Preregistration (part 1): Sampling rule and data split for the study 'An LLM manual for coding teacher talk moves' (TalkMoves)

Simon Filler
article en

Abstract

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.

Zenodo (CERN European Organization for Nuclear Research)
TU Dortmund University (DE)
Openalex Percentile: Top 6%
Computational and Text Analysis Methods
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