Papers by Shreyas Sunil Kulkarni
MoEMoE: Question Guided Dense and Scalable Sparse Mixture-of-Expert for Multi-source Multi-modal Answering (2025.naacl-industry)
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| Challenge: | Question Answering (QA) and Visual Question Answers (VQA) are well-studied problems in the language and vision domain. |
| Approach: | They propose a question-answer generation framework that learns attention across multiple sources and decodes this information for robust and unbiased answer generation. |
| Outcome: | The proposed framework can handle thousands of question types and scale to scale. |