Ahmed El-Kishky
3 papers in the PaperMetrix corpus
Papers by this author
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Entropy-Based Subword Mining with an Application to Word Embeddings
2018
Recent literature has shown a wide variety of benefits to mapping traditional onehot representations of words and phrases to lower-dimensional real-valued vectors known as word embeddings. Traditionally, most word embedding algorithms treat each word as …
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A Massive Collection of Cross-Lingual Web-Document Pairs.
2019 · arXiv (Cornell University)
Cross-lingual document alignment aims to identify pairs of documents in two distinct languages that are of comparable content or translations of each other. Small-scale efforts have been made to collect aligned document level data on …
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Beyond English-Centric Multilingual Machine Translation
2020 · arXiv (Cornell University)
Existing work in translation demonstrated the potential of massively multilingual machine translation by training a single model able to translate between any pair of languages. However, much of this work is English-Centric by training only …