Papers by Chiao-Chen Chen
Disambiguating False-Alarm Hashtag Usages in Tweets for Irony Detection (P18-2)
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| Challenge: | Existing methods to collect self-labeled data for irony detection are based on false-alarm hashtags. |
| Approach: | They propose a neural network-based model which disambiguates hashtag usages and prunes the self-labeled training data. |
| Outcome: | The proposed model outperforms the models trained on the less but cleaner training instances. |