Papers by Halima Binte Islam
Can Third Parties Read Our Emotions? (2025.acl-long)
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Jiayi Li, Yingfan Zhou, Pranav Narayanan Venkit, Halima Binte Islam, Sneha Arya, Shomir Wilson, Sarah Rajtmajer
| Challenge: | Existing approaches to infer author’s private states from written text have relied heavily on datasets annotated by third-party annotators. |
| Approach: | They propose a framework for evaluating the limitations of third-party annotations and call for refined annotation practices to accurately represent and model authors’ private states. |
| Outcome: | The proposed methods outperform human annotators on emotion recognition tasks. |