机智的大龙哥 2015-09-21 02:40 采纳率: 0%
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求ATIS3语料的介绍,比如示例,标注,轮次,或者介绍的网址什么的

想做对话方面的研究了解一下ATIS语料库,感觉找不到比较好的介绍或者内容示例啥的。有没有用过或者接触过的大神介绍一下这个语料是否有标注,单轮次还是多伦次

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  • 天池小天 2024-03-29 17:55
    关注

    https://aclanthology.org/
    https://aclanthology.org/J90-3001.pdf
    https://catalog.ldc.upenn.edu/LDC94S19
    https://catalog.ldc.upenn.edu/LDC95S26
    https://www.microsoft.com/en-us/research/wp-content/uploads/2010/12/SLT10.pdf
    语料:
    User: I would like to fly from San Francisco to Boston on a Monday morning.
    Agent: I have several flights available on Monday morning. Is there a particular airline you would like to fly with?
    User: I don't care.
    Agent: The earliest flight on Monday morning is at 9:00 am with United Airlines. It arrives in Boston at 5:00 pm. Would you like me to book that for you?
    User: Yes, please. And I would like a round trip.
    Agent: Certainly. When would you like to return to San Francisco?

    介绍:
    The dataset contains scenarios that are related to flight information, including data such as flight times, prices, and destinations. It is designed for developing and evaluating systems that can handle spoken language queries related to air travel.
    The ATIS3 Training Data includes 774 scenarios completed by 137 participants. The database for this dataset included flight information for 46 cities and 52 airports, which provides a relational context for the utterances.
    The ATIS3 Test Data contains development, test, and evaluation materials used for benchmark tests.
    There were two 1,000-utterance test sets deducted from the ATIS3 corpus, where the first set was used in December 1993, and the second for further evaluation.
    The dataset has been annotated for named entities and intents, allowing researchers to work on tasks such as slot filling and intent detection, both crucial for understanding and executing user queries.
    The corpus is also used for multi-turn dialogue systems, as some of the interactions involve sequences of requests and responses between a user and an information system.

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