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User modification of generative model for determining topics and sentiments

机译:用户修改生成模型以确定主题和情感

摘要

A generative model is used to develop at least one topic model and at least one sentiment model for a body of text. The at least one topic model is displayed such that, in response, a user may provide user input indicating modifications to the at least one topic model. Based on the received user input, the generative model is used to provide at least one updated topic model and at least one updated sentiment model based on the user input. Thereafter, the at least one updated topic model may again be displayed in order to solicit further user input, which further input is then used to once again update the models. The at least one updated topic model and the at least one updated sentiment model may be employed to analyze target text in order to identify topics and associated sentiments therein.
机译:生成模型用于为正文生成至少一个主题模型和至少一个情感模型。显示所述至少一个主题模型,使得作为响应,用户可以提供指示对所述至少一个主题模型进行修改的用户输入。基于接收到的用户输入,生成模型用于基于用户输入提供至少一个更新的主题模型和至少一个更新的情感模型。此后,可以再次显示至少一个更新的主题模型,以征集进一步的用户输入,然后使用该进一步的输入来再次更新模型。可以采用至少一个更新的主题模型和至少一个更新的情感模型来分析目标文本,以便识别主题和其中的相关情感。

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