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method ID: earthmoversdistance

Related Papers

Earth Mover’s Distance Minimization for Unsupervised Bilingual Lexicon Induction

Authors: nan

Publication: TIPSTER (2017)

DOI: nan

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 …...

32821

Word Rotator’s Distance

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

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, …...

30596

Multi-Vector Models with Textual Guidance for Fine-Grained Scientific Document Similarity

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

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 …...

21078