Daniel James Korchinski

Postdoc, EPFL - EPF Lausanne

1 paper at NeurIPS 2025

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Poster Session 6

1 paper

Friday, December 5, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

On the Emergence of Linear Analogies in Word Embeddings

#3209 · Daniel James Korchinski, Dhruva Karkada, Yasaman Bahri, Matthieu Wyart

We introduce a theoretical model for the co-occurrence statistics of words that quantitatively explains the emergence of linear analogies of word embedding in models like Word2Vec and GloVe.