Sarcastinator
Libraries: Keras (TensorFlow)
In this short project we ought to improve in predictive performance on a classification task from literature; Sarcasm detection on Reddit posts. We investigated whether an alternative architecture (temporal convolutional network) could lead to better results compared to the paper1 we based our model on.
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Amir S, Wallace BC, Lyu H, Carvalho P, Silva MJ. Modelling Context with User Embeddings for Sarcasm Detection in Social Media. InProceedings of The 20th SIGNLL Conference on Computational Natural Language Learning 2016 Aug (pp. 167-177). ↩