Entity DisambiguationExplores entity disambiguation techniques, including NER, Viterbi algorithm, and GPT models, emphasizing prompt design and in-context learning.
Knowledge InferenceExplores knowledge inference, embedding techniques, and schema matching in data integration.
Entity DisambiguationExplores Entity Disambiguation, linking text mentions to a knowledge base, coherence in entity graphs, and Personalized PageRank.
Service Desk PortalExplores the EPFL Service Desk portal, offering support for requests, incident reporting, health services, and more.
Natural Language Processing: A PrimerIntroduces Natural Language Processing (NLP) and its applications, covering tokenization, machine learning, sentiment analysis, and Swiss NLP applications.