比较通用的词汇(比如:是,否)如何建立词槽
lovegoogle1234 发布于2019-01 浏览:2512 回复:5
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那些比较通用的词汇(比如:是,否,没有)等,不适合做词典,但有时又必须要用。以下是一个例子

机器人说:你是否去过美国

用户答:没有

机器人说:你有没有去过日本

用户答:没有

对于”是否去过美国“和”是否去过日本“这两个问题,用户的回答都是,有或者没有,而”有“和”没有“,就不可能用特征词或者句子来理解”有“和”没有“,必须要通过上下文,而且使用”有”和“没有”来建立词槽”是否去过美国“和”是否去过日本“的字典,都是不合理的,因为“没有”这个词太常见了,直接导致的结果就是用户答“有没有?”,都会把没有标出来作为答案。请问这样的有什么好的办法。

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#6tiancorn回复于2019-01

机器问用户有没有吃饭?用户回答“有没有?”系统会识别错,这时可以把有没有标成一个负例,这样模型就不会误识别为 有或没有,然后你就可以让机器再问一次或换个问法(这部分逻辑目前要自己实现)

0
#5tiancorn回复于2019-01

有没有吃饭,有没有喝酒,有没有结婚  这些不是机器人问的吗?机器问用户的话术不用加样本。我的意思是如果用户有一些奇怪的表达无法被模型识别可以加到样本里作为特殊case处理。

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#4lovegoogle1234回复于2019-01

那是不是意味着:

有没有吃饭,有没有喝酒,有没有结婚,每一个要不停的加入进去?这样不合适吧,总觉得应该有更好的方案。

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#2tiancorn回复于2019-01

把 是、否、有、没有,定义为一个词槽,把表示肯定的定义为一个词典值,其中一个作为归一化词,其他表示肯定的作为同义词。否定的也用同样的方法。『有没有?』这样容易错的,可以遇到一个就标为一个样本,作为干预的case处理。可以先这样试试?

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