“A critical task in natural language understanding is to comprehend the topic of a sentence. The topic could be a tag (such as politics, music, gaming, immigration or adventure-sports), but usually it isn’t merely a named entity based task such as a person’s name or extracting location. This type of software is called topic taggers. Their utility cannot be overstated. Topics are key in extracting intent and formulating automated responses.”
— Suman Deb Roy, The Unreasonable Ineffectiveness of Deep Learning in NLU
Tagged: Topic Taggers, Taxonomy, V Prop
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