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Báo cáo khoa học: "A Noisy-Channel Approach to Question Answering"

Chia sẻ: Nhung Nhung | Ngày: | Loại File: PDF | Số trang:8

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Báo cáo khoa học: "A Noisy-Channel Approach to Question Answering"

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We introduce a probabilistic noisychannel model for question answering and we show how it can be exploited in the context of an end-to-end QA system. Our noisy-channel system outperforms a stateof-the-art rule-based QA system that uses similar resources. We also show that the model we propose is flexible enough to accommodate within one mathematical framework many QA-specific resources and techniques, which range from the exploitation of WordNet, structured, and semi-structured databases to reasoning, and paraphrasing. impossible) to understand what contributes to the performance of a system and what doesn’t. ...

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