Exploring patterns of stability and change in caregivers’ word usage across early childhood
preprint
OA: closed
Abstract
The linguistic input children receive across early childhood plays a crucial role in shaping their knowledge about the world. To study this input, researchers have begun applying distributional semantic models to large corpora of child-directed speech, extracting various patterns of word use/co-occurrence. Previous work using these models has not measured how these patterns may change throughout development, however. In this work, we leverage NLP methods – originally developed to study historical language change – to compare caregivers’ use of words when talking to younger vs. older children. Some words’ usage changed more than others’; this variability could be predicted based on the word’s properties at both the individual and category level. These findings suggest that caregivers’ changing patterns of word use may play a role in scaffolding children’s acquisition of conceptual structure in early development
My notes (saved in your browser only)
Citation neighborhood (no data yet)
We don't have any in-corpus citations linked to this paper yet. The paper's references may be in our DB but unresolved to ``paper_id`` (resolution happens at ingest when the cited DOI matches a row we already have). Run the cross-source citation reconcile pass to retry.
Source provenance
- europepmc
- last seen: 2026-05-19T01:45:01.086888+00:00