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Natural Language Processing�(CSEP 517)

Spring 2025 ● Noah Smith

Many figures from Jurafsky and Martin ch. 7 and from Vivek Srikumar

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Feedforward network with “traditional” sentiment features

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Feedforward network with mean-pooled word embeddings

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Textual entailment tasks

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Dagan et al., 2010

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Dagan et al., 2010

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SNLI examples (Bowman et al., 2015)

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SNLI leaderboard (2015 to 2019)

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Coreferring expressions

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Coreference resolution example

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Coreference features

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Entity linking in questions

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Winograd (1972); Levesque (2011)

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