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Sentence embeddings for automated factchecking


There are a lot of models for individual word embeddings but few that encode the meaning of the whole sentence. i will introduce InferSent embedding for deciding if one sentence infers another. I will apply it to detecting factual claim sentence in text. It's the first step in automating a fact-checking process at Full Fact as only 15% of political TV subtitles contain verfiable claims.


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