no code implementations • COLING (CogALex) 2020 • REYHANEH HASHEMPOUR, Aline Villavicencio
In this work, we leverage the Idiom Principle (Sinclair et al., 1991) and contextualized word embeddings (CWEs), focusing on Context2Vec (Melamud et al., 2016) and BERT (Devlin et al., 2019) to distinguish between literal and idiomatic senses of such expressions in context.
no code implementations • WS 2020 • REYHANEH HASHEMPOUR, Aline Villavicencio
Studies on detecting idiomatic expressions mostly focus on discovering potentially idiomatic expressions disregarding the context.
no code implementations • WS 2019 • REYHANEH HASHEMPOUR
Logistic regression (LR), and feed-forward neural networks (FFNN) with back-propagation were used to build models in two different settings: Inter-Lingual (IL) and Cross-Lingual (CL).