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Clémentine Fourrier 🍊 Profile picture
Clémentine Fourrier 🍊
@clefourrier
Researcher @HuggingFace 🐍📚✨ OpenLLMLeaderboard maintainer, evals, leaderboards "The future is already here, it’s just not very evenly distributed" (Gibson)
Jan 3, 2023 • 4 tweets • 3 min read
For the last months @huggingface, I worked on transformers and... graphs!

So here is a small blog, if you wonder what one could use graphs for, or how to machine learn on them 🔎
(Spoiler: they are everywhere 🧬🚗✍️)

huggingface.co/blog/intro-gra… In this post, you'll discover:
- what graphs are, why they are used, how to represent them
- how people learn on graphs, from pre-neural methods to Graph Neural Networks
- the very recent world of Transformers for graphs
Mar 21, 2022 • 7 tweets • 5 min read
#acl2022nlp
What happens inside a multilingual neural cognate prediction model?
We show that predicting cognates between current Romance languages latently teaches the model about their proto-forms, allowing reconstruction without fine-tuning encoders on the task!🧵 In layman's terms, learning to predict special words (cognates) between related languages (French, Italian, Spanish, Portuguese, Galician, Catalan, Occitan, Romanian, and Aromanian) gives the model 'intuitive' knowledge about their parent, Latin!