NEU-ESC is a new Vietnamese educational comment dataset; the best multitask BERT model reaches 83.7% sentiment and 79.8% topic accuracy.
2019 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019
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NEU-ESC: A Comprehensive Vietnamese dataset for Educational Sentiment analysis and topic Classification toward multitask learning
NEU-ESC is a new Vietnamese educational comment dataset; the best multitask BERT model reaches 83.7% sentiment and 79.8% topic accuracy.