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01/28/2021
Syntactic Nuclei in Dependency Parsing – A Multilingual Exploration
Standard models for syntactic dependency parsing take words to be the el...
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11/03/2020
Cross-lingual Word Embeddings beyond Zero-shot Machine Translation
We explore the transferability of a multilingual neural machine translat...
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08/05/2020
An exploration of the encoding of grammatical gender in word embeddings
The vector representation of words, known as word embeddings, has opened...
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07/28/2020
Word embedding and neural network on grammatical gender – A case study of Swedish
We analyze the information provided by the word embeddings about the gra...
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07/09/2020
Greedy Transition-Based Dependency Parsing with Discrete and Continuous Supertag Features
We study the effect of rich supertag features in greedy transition-based...
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07/09/2020
Principal Word Vectors
We generalize principal component analysis for embedding words into a ve...
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11/26/2019
Sifted Randomized Singular Value Decomposition
We extend the randomized singular value decomposition (SVD) algorithm <c...
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11/26/2019