Papers by Ivan Sidorov
Efficient Answer Retrieval System (EARS): Combining Local DB Search and Web Search for Generative QA (2024.emnlp-industry)
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| Challenge: | Developing a virtual assistant is crucial for supporting clients as it provides 24/7 assistance . factual questionanswering system is capable of handling all user queries . |
| Approach: | They propose a production-ready factual question answering system that combines local knowledge base search with generative, context-based QA. |
| Outcome: | The proposed system boosts local knowledge base retrieval by 23% . the system is language-agnostic and can be applied to any data domain . |