Papers by Aditya Agrawal
Multimodal Persona Based Generation of Comic Dialogs (2023.acl-long)
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| Challenge: | Existing models for persona based dialogue generation for comic strips encode two-party dialogues and do not account for visual information. |
| Approach: | They propose a multimodal persona-based architecture to generate dialogues for the next panel in comic strips. |
| Outcome: | The proposed paradigm reduces the perplexity score by 10 points over existing models . the novel dataset, ComSet, contains 54K comic strips . |
COVID-19 Vaccine Misinformation in Middle Income Countries (2023.emnlp-main)
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| Challenge: | a multilingual dataset of COVID-19 vaccine misinformation is available from Brazil, Indonesia, and Nigeria. |
| Approach: | They propose to use a multilingual dataset of COVID-19 vaccine misinformation from Brazil, Indonesia, and Nigeria to assess their relevance to vaccines and the presence of misinformation. |
| Outcome: | The proposed models improve from 2.7 to 15.9 percentage points in macro F1-score compared to baseline models. |