Search Results for author: Ehsan Zare Borzeshi

Found 10 papers, 7 papers with code

Regressing Word and Sentence Embeddings for Regularization of Neural Machine Translation

no code implementations30 Sep 2019 Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Massimo Piccardi

This is a serious issue for low-resource language pairs and many specialized translation domains that are inherently limited in the amount of available supervised data.

Clustering Machine Translation +4

Recurrent neural networks with specialized word embeddings for health-domain named-entity recognition

1 code implementation29 Jun 2017 Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Massimo Piccardi

Nevertheless, the embeddings need to be retrained over datasets that are adequate for the domain, in order to adequately cover the domain-specific vocabulary.

BIG-bench Machine Learning Clinical Concept Extraction +5

Bidirectional LSTM-CRF for Clinical Concept Extraction

1 code implementation25 Nov 2016 Raghavendra Chalapathy, Ehsan Zare Borzeshi, Massimo Piccardi

Automated extraction of concepts from patient clinical records is an essential facilitator of clinical research.

Clinical Concept Extraction Word Embeddings

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