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Natural language processing

Jointly learning word embeddings using a corpus and a knowledge base

Mohammed Alsuhaibani, Danushka Bollegala, Takanori Maehara, Ken-ichi Kawarabayashi

published 12 Mar 2018

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Dependency-based Siamese long short-term memory network for learning sentence representations

Wenhao Zhu, Tengjun Yao, Jianyue Ni, Baogang Wei, Zhiguo Lu

published 07 Mar 2018

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Comparing deep learning and concept extraction based methods for patient phenotyping from clinical narratives

Sebastian Gehrmann, Franck Dernoncourt, Yeran Li, Eric T. Carlson, Joy T. Wu, Jonathan Welt, John Foote Jr., Edward T. Moseley, David W. Grant, Patrick D. Tyler, Leo A. Celi

published 15 Feb 2018

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Drug drug interaction extraction from the literature using a recursive neural network

Sangrak Lim, Kyubum Lee, Jaewoo Kang

published 26 Jan 2018

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An evaluation of multi-probe locality sensitive hashing for computing similarities over web-scale query logs

Graham Cormode, Anirban Dasgupta, Amit Goyal, Chi Hoon Lee

published 18 Jan 2018

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Per-service supervised learning for identifying desired WoT apps from user requests in natural language

Young Yoon

published 17 Nov 2017

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Learning linear transformations between counting-based and prediction-based word embeddings

Danushka Bollegala, Kohei Hayashi, Ken-ichi Kawarabayashi

published 19 Sep 2017

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An iterative approach for the global estimation of sentence similarity

Tomoyuki Kajiwara, Danushka Bollegala, Yuichi Yoshida, Ken-ichi Kawarabayashi

published 12 Sep 2017

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"What is relevant in a text document?": An interpretable machine learning approach

Leila Arras, Franziska Horn, Grégoire Montavon, Klaus-Robert Müller, Wojciech Samek

published 11 Aug 2017

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A rule-based named-entity recognition method for knowledge extraction of evidence-based dietary recommendations

Tome Eftimov, Barbara Koroušić Seljak, Peter Korošec

published 23 Jun 2017

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Extracting microRNA-gene relations from biomedical literature using distant supervision

Andre Lamurias, Luka A. Clarke, Francisco M. Couto

published 06 Mar 2017

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The Global Burden of Journal Peer Review in the Biomedical Literature: Strong Imbalance in the Collective Enterprise

Michail Kovanis, Raphaël Porcher, Philippe Ravaud, Ludovic Trinquart

published 10 Nov 2016

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PubMedPortable: A Framework for Supporting the Development of Text Mining Applications

Kersten Döring, Björn A. Grüning, Kiran K. Telukunta, Philippe Thomas, Stefan Günther

published 05 Oct 2016

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