Revisiting the Importance of Encoding Logic Rules in Sentiment Classification

EMNLP 2018 Kalpesh KrishnaPreethi JyothiMohit Iyyer

We analyze the performance of different sentiment classification models on syntactically complex inputs like A-but-B sentences. The first contribution of this analysis addresses reproducible research: to meaningfully compare different models, their accuracies must be averaged over far more random seeds than what has traditionally been reported... (read more)

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