Papers by Hikari Tanabe
Exploiting Narrative Context and A Priori Knowledge of Categories in Textual Emotion Classification (2020.coling-main)
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| Challenge: | Existing methods for recognizing the mental state of characters in text are limited by their use of character-specific contexts. |
| Approach: | They propose a method that encodes the preceding context of the target sentence along with the target phrase using a BERT-based text encoder. |
| Outcome: | The proposed method improves the accuracy of emotion classification by encoding the preceding context of the target sentence along with the target phrase using a BERT encoder. |