|
--- |
|
title: README |
|
emoji: 📚 |
|
colorFrom: pink |
|
colorTo: red |
|
sdk: streamlit |
|
pinned: false |
|
--- |
|
|
|
# Less is More: Pre-Training Cross-Lingual Small-Scale Language Models with Cognitively-Plausible Curriculum Learning Strategies. Available from: https://arxiv.org/abs/2410.22886. |
|
|
|
Salhan et al (2024) creates age-ordered corpora of Child-Directed Speech for four typologically distant language families to implement SSLMs and acquisition-inspired curricula cross-lingually. |
|
|
|
The MAO-CHILDES dataset contains extract orthographic datasets for French, German, Japanese and Chinese and several other lower-resource languages. It is part of a wider effort for cognitively-inspired pretraining using resources from Language Acquistiion. |
|
|
|
You can also find pretrained BabyLMs for French, German, Japanese and Chinese with three different cognitively-inspired curriculum learning in the branches of each language-specific BabyLM. |
|
|
|
|
