Robust Automatic Metaphors Development with Deep Learning
Institute(s): TU Darmstadt
Associated since: December 2015project participants
Prof. Dr. Iryna Gurevych, TU Darmstadt
Erik-Lân Do Dinh, TU Darmstadt
Prof. Dr. Petra Gehring, Institute for Philosophy, TU Darmstadt
Prof. Dr. Andrea Rapp, Institute for Linguistics and Literature, TU Darmstadt
Continuation of the pilot project “Computer-aided indexing of metaphors in theory-language educational text corpora”. A more robust solution for automated metaphor detection is currently being worked on, which, in contrast to conventional methods, requires a neural network and word embeddings without further background corpora.
Associated Software Products
Do Dinh, Erik-Lân and Gurevych, Iryna: Token-Level Metaphor Detection using Neural Networks. In Proceedings of The Fourth Workshop on Metaphor in NLP held in conjunction with NAACL 2016, p. 28-33, 2016.