Papers by Vishal Chowdhary
Local Prompt Optimization (2025.naacl-short)
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| Challenge: | Existing prompt optimization methods optimize prompts globally, but they lack the correct words for a task. |
| Approach: | They propose a local prompt optimization process that integrates with any general automatic prompt engineering method to optimize a prompt over a large vocabulary. |
| Outcome: | The proposed method improves on Math Reasoning and BIG-bench Hard benchmarks and shows that it can converge to the optimal prompt faster than global methods. |
GATE X-E : A Challenge Set for Gender-Fair Translations from Weakly-Gendered Languages (2024.findings-acl)
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| Challenge: | despite improvements in NMT quality and adoption, perpetuation of gender bias remains a concern. |
| Approach: | They propose a translation gender rewriting solution built with GPT-4 and use it to evaluate it. |
| Outcome: | The proposed translation gender rewriting solution is open source and can be used in English. |