[PDF][PDF] Findings of the BabyLM Challenge: Sample-efficient pretraining on developmentally plausible corpora
Children can acquire language from less than 100 million words of input. Large language
models are far less data-efficient: they typically require 3 or 4 orders of magnitude more data …
models are far less data-efficient: they typically require 3 or 4 orders of magnitude more data …
Quantifying the redundancy between prosody and text
Prosody--the suprasegmental component of speech, including pitch, loudness, and tempo--
carries critical aspects of meaning. However, the relationship between the information …
carries critical aspects of meaning. However, the relationship between the information …