Papers by Abhilash Dowpati
Ukrainian Resilience: A Dataset for Detection of Help-Seeking Signals Amidst the Chaos of War (2024.findings-emnlp)
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| Challenge: | a new dataset is being developed to categorize posts that show distress or urgency . the dataset could improve humanitarian efforts, allowing for quicker and more targeted help . |
| Approach: | They propose a dataset that brings together social media posts in the Ukrainian language for the detection of help-seeking posts in times of war. |
| Outcome: | The proposed dataset can be used to improve humanitarian efforts . it can be compared with existing datasets and achieve an accuracy of 81.15% . |
French GossipPrompts: Dataset For Prevention of Generating French Gossip Stories By LLMs (2024.eacl-short)
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| Challenge: | Large Language Models (LLMs) are undergoing a dynamic transformation . however, there is a potential risk of LLMs creating gossips when prompted with contexts . |
| Approach: | a dataset is used to identify prompts that lead to the creation of gossipy content in the french language. |
| Outcome: | a new dataset identifies prompts that lead to the creation of gossipy content in the french language . the model achieves an accuracy of 89.95% . |