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What's in an Embedding? Analyzing Word Embeddings through Multilingual Evaluation
2015
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing
In the last two years, there has been a surge of word embedding algorithms and research on them. However, evaluation has mostly been carried out on a narrow set of tasks, mainly word similarity/relatedness and word relation similarity and on a single language, namely English. We propose an approach to evaluate embeddings on a variety of languages that also yields insights into the structure of the embedding space by investigating how well word embeddings cluster along different syntactic
doi:10.18653/v1/d15-1246
dblp:conf/emnlp/Kohn15
fatcat:dy7ss44twnhutdulphkvpm76ea