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COSTRA 1.1: A Dataset of Complex Sentence Transformations and Comparisons
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COSTRA 1.0: A Dataset of Complex Sentence Transformations ...
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In Search for Linear Relations in Sentence Embedding Spaces ...
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Abstract:
We present an introductory investigation into continuous-space vector representations of sentences. We acquire pairs of very similar sentences differing only by a small alterations (such as change of a noun, adding an adjective, noun or punctuation) from datasets for natural language inference using a simple pattern method. We look into how such a small change within the sentence text affects its representation in the continuous space and how such alterations are reflected by some of the popular sentence embedding models. We found that vector differences of some embeddings actually reflect small changes within a sentence. ...
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Keyword:
Computation and Language cs.CL; FOS Computer and information sciences
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URL: https://dx.doi.org/10.48550/arxiv.1910.03375 https://arxiv.org/abs/1910.03375
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Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop
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In: Language Science Press; (2018)
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Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop
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In: Language Science Press; (2018)
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Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop
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In: Language Science Press; (2018)
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Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop
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In: Language Science Press; (2018)
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Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop
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In: Language Science Press; (2018)
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Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop
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In: Language Science Press; (2018)
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Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop
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In: Language Science Press; (2018)
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Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop
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In: Language Science Press; (2018)
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Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop
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In: Language Science Press; (2018)
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Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop
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In: Language Science Press; (2018)
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Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop
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In: Language Science Press; (2018)
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Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop
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In: Language Science Press; (2018)
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Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop
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In: Language Science Press; (2018)
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Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop
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In: Language Science Press; (2018)
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Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop
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In: Language Science Press; (2018)
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