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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

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

Wenhao Zhu, Tengjun Yao, [ ... ], Zhiguo Lu

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

Sebastian Gehrmann, Franck Dernoncourt, [ ... ], Leo A. Celi

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

Sangrak Lim, Kyubum Lee, Jaewoo Kang

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

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

Young Yoon

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

Danushka Bollegala, Kohei Hayashi, Ken-ichi Kawarabayashi

An iterative approach for the global estimation of sentence similarity

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

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

Leila Arras, Franziska Horn, [ ... ], Wojciech Samek

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

Tome Eftimov, Barbara Koroušić Seljak, Peter Korošec

Extracting microRNA-gene relations from biomedical literature using distant supervision

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

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

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

Kersten Döring, Björn A. Grüning, [ ... ], Stefan Günther

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