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Correlations Between Word Vector Sets

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If you have a question about this talk, please contact Qianchu Liu.

A joint Leverhulme Centre for the Future of Intelligence (CFI) and Language Technology Lab (LTL) seminar on Human-Centric AI Technologies

Word embeddings are typically treated as vectors to allow for various geometric operations. We question their very nature and whether they are vectors at all. We propose an alternative, statistical perspective on these objects, leading to state-of-the-art similarity measures defined from elementary correlation coefficients.

This talk is part of the Language Technology Lab Seminars series.

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