A large-scale classification of English verbs

By Karin Kipper Schuler, Anna Korhonen, Neville Ryant, Martha Palmer. Language Resources and Evaluation, 2008

389 citations recorded by the source corpus.

Subfields: Artificial Intelligence, Language and Linguistics

View Paper: https://www.semanticscholar.org/paper/4f74a7a6ccd4197865a9e9ff91e360c36e89ba53

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Citations in the corpus

Frege in Space: A Program of Compositional Distributional Semantics (2014, background): “5An alternative approach is to rely on lexical resources that contain rich semantic information about content words (e.g., Baker et al. 1998; Fellbaum 1998; Kipper et al. 2008).”
CoNLL-2011 Shared Task: Modeling Unrestricted Coreference in OntoNotes (2011, background): “There is also a mapping from the word senses to the PropBank frames and to VerbNet (Kipper et al., 2000) and FrameNet (Fillmore et al.”
Wide-Coverage Semantic Analysis with Boxer (2008, methodology): “The neo-Davidsonian system, as implemented in Boxer, uses the inventory of roles proposed by VerbNet (Kipper et al., 2008), and has some attractive formal properties (Dowty, 1989).”
Artificial intelligence for education: Knowledge and its assessment in AI-enabled learning ecologies (2020, methodology): “Using lexical knowledgebases such as VerbNet (Kipper, Korhonen, Ryant, & Palmer, 2008) and Microsoft ’ s Probase (Wu, Li, Wang, & Zhu, 2012) each example was enriched with semantically related concepts.”
Describing Common Human Visual Actions in Images (2015, methodology): “To obtain the list of the entry-level visual actions we examined VerbNet [11] (containing > 8000 verbs organized in about 300 classes) and selected all the verbs that refer to visually identifiable actions.”
Tracking State Changes in Procedural Text: a Challenge Dataset and Models for Process Paragraph Comprehension (2018, methodology): “Data augmentation through weak supervision: additional training data can be generated by applying existing models of state change, e.g., from VerbNet (Kipper et al., 2008), to new sentences to create additional sentence + state pairs.”
CoNLL-2012 Shared Task: Modeling Multilingual Unrestricted Coreference in OntoNotes (2012, methodology): “There is also a mapping from the OntoNotes word senses to PropBank frames and to VerbNet (Kipper et al., 2000) and FrameNet (Fillmore et al.”