Lexical SemanticsExplores lexical semantics, word sense, semantic relations, and WordNet, highlighting applications in language engineering and information retrieval.
Entity DisambiguationExplores entity disambiguation techniques, including NER, Viterbi algorithm, and GPT models, emphasizing prompt design and in-context learning.
Entity DisambiguationExplores Entity Disambiguation, linking text mentions to a knowledge base, coherence in entity graphs, and Personalized PageRank.
Semantic Web ResourcesExplores popular ontologies and knowledge bases like WordNet, WikiData, Google Knowledge Graph, and Schema.org, as well as Linked Open Data sets.