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Learning Company Embeddings from Annual Reports for Fine-grained Industry Characterization
Organizing companies by industry segment (e.g. artificial intelligence, healthcare or fintech) is useful for analyzing stock market …
Tomoki Ito, Jose Camacho-Collados, Hiroki Sakaji, Steven Schockaert
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A Short Survey on Sense-Annotated Corpora
Large sense-annotated datasets are increasingly necessary for training deep supervised systems in Word Sense Disambiguation. However, …
Tommaso Pasini, Jose Camacho-Collados
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On the Robustness of Unsupervised and Semi-supervised Cross-lingual Word Embedding Learning
Cross-lingual word embeddings are vector representations of words in different languages where words with similar meaning are …
Yerai Doval, Jose Camacho-Collados, Luis Espinosa-Anke, Steven Schockaert
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