Other formats:
BibTeX
LaTeX
RIS
@proceedings{1676476, author = {Stemle, Egon and Onysko, Alexander}, booktitle = {The Second Workshop on Figurative Language Processing}, language = {eng}, title = {Testing the role of metadata in metaphor identification}, url = {https://slideslive.com/38929730/testing-the-role-of-metadata-in-metaphor-identification}, year = {2020} }
TY - CONF ID - 1676476 AU - Stemle, Egon - Onysko, Alexander PY - 2020 TI - Testing the role of metadata in metaphor identification UR - https://slideslive.com/38929730/testing-the-role-of-metadata-in-metaphor-identification N2 - Background: Previous research has shown a positive information gain when using word embeddings from learner corpus data for metaphor classification in a neural network (Stemle & Onysko, 2018) Aim: Explore the potential influence of the data structure in the annotated part of the ETS Corpus of Non-Native written English; particular focus on: proficiency ratings, essay prompt and L1 of the learner System: fastText word embeddings from different corpora in a bi-directional recursive neural network with long-term short-term memory (LSTM BiRNN); a flat sequence to sequence neural network with one hidden layer using TensorFlow+Keras (Abadi et al., 2015) in Python. ER -
STEMLE, Egon and Alexander ONYSKO. Testing the role of metadata in metaphor identification. In \textit{The Second Workshop on Figurative Language Processing}. 2020.
|