Question 1

What is EPFL Machine Learning and Optimization Laboratory (MLO) known for?

Accepted Answer

EPFL lab on optimization and distributed machine learning, known for sent2vec and the MEDITRON medical LLMs. Landmarks: Unsupervised Learning of Sentence Embeddings using Compositional n-Gram Features (sent2vec) (2017); MEDITRON-70B: Scaling Medical Pretraining for Large Language Models (2023).

Question 2

What kind of organization is EPFL Machine Learning and Optimization Laboratory (MLO)?

Accepted Answer

Academic within EPFL, based in Lausanne.

EPFL Machine Learning and Optimization Laboratory (MLO)

Landmark work

Unsupervised Learning of Sentence Embeddings using Compositional n-Gram Features (sent2vec)

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Links

Added to Labs.