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ID: earthmoversdistance
Related Papers
Earth Mover’s Distance Minimization for Unsupervised Bilingual Lexicon Induction
AbstractCross-lingual natural language processing hinges on the premise that there exists invariance across languages. At the word level, researchers have identified such invariance in the word embedding semantic spaces of …...
Word Rotator’s Distance
AbstractOne key principle for assessing textual similarity is measuring the degree of semantic overlap between texts by considering the word alignment. Such alignment-based approaches are both intuitive and interpretable; however, …...
Multi-Vector Models with Textual Guidance for Fine-Grained Scientific Document Similarity
AbstractWe present a new scientific document similarity model based on matching fine-grained aspects of texts. To train our model, we exploit a naturally-occurring source of supervision: sentences in the full-text …...