Are you an EPFL student looking for a semester project?
Work with us on data science and visualisation projects, and deploy your project as an app on top of Graph Search.
Lecture
Are you an EPFL student looking for a semester project?
Work with us on data science and visualisation projects, and deploy your project as an app on top of Graph Search.
This lecture covers the fundamentals of neural word embeddings in modern NLP, focusing on dense vector representations like CBOW, Skipgram, GloVe, and fastText. The instructor explains how to represent natural language sequences, learn similarity between words, and train semantics-encoding word embeddings.