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10/17/2017
PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical Abstracts
We present PubMed 200k RCT, a new dataset based on PubMed for sequential...
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05/17/2017
Transfer Learning for Named-Entity Recognition with Neural Networks
Recent approaches based on artificial neural networks (ANNs) have shown ...
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05/16/2017
NeuroNER: an easy-to-use program for named-entity recognition based on neural networks
Named-entity recognition (NER) aims at identifying entities of interest ...
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04/05/2017
MIT at SemEval-2017 Task 10: Relation Extraction with Convolutional Neural Networks
Over 50 million scholarly articles have been published: they constitute ...
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12/15/2016
Neural Networks for Joint Sentence Classification in Medical Paper Abstracts
Existing models based on artificial neural networks (ANNs) for sentence ...
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10/30/2016
Feature-Augmented Neural Networks for Patient Note De-identification
Patient notes contain a wealth of information of potentially great inter...
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09/27/2016
Optimizing Neural Network Hyperparameters with Gaussian Processes for Dialog Act Classification
Systems based on artificial neural networks (ANNs) have achieved state-o...
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06/10/2016
De-identification of Patient Notes with Recurrent Neural Networks
Objective: Patient notes in electronic health records (EHRs) may contain...
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05/07/2016
Robust Dialog State Tracking for Large Ontologies
The Dialog State Tracking Challenge 4 (DSTC 4) differentiates itself fro...
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05/07/2016
Adobe-MIT submission to the DSTC 4 Spoken Language Understanding pilot task
The Dialog State Tracking Challenge 4 (DSTC 4) proposes several pilot ta...
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03/12/2016