Lectures related to SemEval | EPFL Graph Search

Multilingual NLP: Challenges and Innovations

Covers the importance of multilingual NLP and the challenges in scaling language models.

Learning Policies from Non-Traditional Sources

Explores learning interactive policies from non-traditional sources of data for autonomous systems, including language-informed latent actions and the PLATO framework.

Digital Urban History: Lausanne Time Machine

Explores the complexities of digitizing historical urban records and emphasizes the importance of linking information for comprehensive analysis.

Information Extraction & Knowledge Inference

Explores information extraction, knowledge inference, taxonomy induction, and entity disambiguation.

Machine Learning at the Atomic Scale

Explores simple models, electronic structure evaluation, and machine learning at the atomic scale.