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Information Retrieval and Web Search

Question Answering from text. An idea originating from the IR communityWith massive collections of full-text documents, simply finding relevant documents is of limited use: we want answers from textbasesQA: give the user a (short) answer to their question, perhaps supported by evidence. The commo

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Information Retrieval and Web Search

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    1. Information Retrieval and Web Search Question Answering Instructor: Rada Mihalcea (some of these slides were adapted from Chris Manning’s IR course, who in turn borrowed them from Nicholas Kushmerick, ISI)

    2. Question Answering from text An idea originating from the IR community With massive collections of full-text documents, simply finding relevant documents is of limited use: we want answers from textbases QA: give the user a (short) answer to their question, perhaps supported by evidence. The common person’s view? [From a novel] “I like the Internet. Really, I do. Any time I need a piece of shareware or I want to find out the weather in Bogota … I’m the first guy to get the modem humming. But as a source of information, it sucks. You got a billion pieces of data, struggling to be heard and seen and downloaded, and anything I want to know seems to get trampled underfoot in the crowd.” M. Marshall. The Straw Men. HarperCollins Publishers, 2002. Of course it is a difficult area to evaluate the performance of systems as different people have different ideas as to what constitutes an answer, especially if the systems are trying to return exact answers.Of course it is a difficult area to evaluate the performance of systems as different people have different ideas as to what constitutes an answer, especially if the systems are trying to return exact answers.

    3. People want to ask questions…

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