Computational Semantics Evaluation - The Origins of Senseval and Evolution of SemEval
Alan Turing Institute via YouTube
Overview
Syllabus
Intro
Outline
Computational Semantics
Evaluation Goals and Considerations
Word Sense Disambiguation (SD)
Senseval 1998
Word Sense Disambiguation: The Reality
Coarse grained Senses
Senseval 3 Panel discussion
The Evolution of SemEval
A SemEval Task Categorization
Word Sense Representation and WSI
Word Sense Induction: How to Evaluate?
Lexical Substitution (McCarthy and Navigli, 2007)
Substitutes for investigator (noun)
Logical Form Frames and Semantic Roles
Phrasal Similarity (Korkontzelos et al., 2013)
Semantic Textual Similarity (Agirre et al. 2012, 2016)
Textual Entailment
Representation may help downstream applications
Pros and cons
Taught by
Alan Turing Institute