Graph Embeddings for Frame Identification

no code implementations • RANLP 2019 • Alex Popov, er, Jennifer Sikos

Lexical resources such as WordNet (Miller, 1995) and FrameNet (Baker et al., 1998) are organized as graphs, where relationships between words are made explicit via the structure of the resource.

Frame Identification as Categorization: Exemplars vs Prototypes in Embeddingland

no code implementations • WS 2019 • Jennifer Sikos, Sebastian Pad{\'o}

This paper follows the idea that embedding-based models of semantics lend themselves well to being formulated in terms of classical categorization theories.

Using Embeddings to Compare FrameNet Frames Across Languages

no code implementations • COLING 2018 • Jennifer Sikos, Sebastian Pad{\'o}

Much interest in Frame Semantics is fueled by the substantial extent of its applicability across languages.

Implicit Semantic Roles in a Multilingual Setting

no code implementations • SEMEVAL 2016 • Jennifer Sikos, Yannick Versley, Anette Frank

Language Modelling Semantic Role Labeling