Ji Young Lee | DeepAI

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Featured Co-authors

Franck Dernoncourt
81 publications
Peter Szolovits
38 publications
Ozlem Uzuner
20 publications
Hung H. Bui
9 publications
Trung H. Bui
3 publications

∙ 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...

0 Franck Dernoncourt, et al. ∙

∙ 05/17/2017

Transfer Learning for Named-Entity Recognition with Neural Networks

Recent approaches based on artificial neural networks (ANNs) have shown ...

0 Ji Young Lee, et al. ∙

∙ 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 ...

0 Franck Dernoncourt, et al. ∙

∙ 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 ...

0 Ji Young Lee, et al. ∙

∙ 12/15/2016

Neural Networks for Joint Sentence Classification in Medical Paper Abstracts

Existing models based on artificial neural networks (ANNs) for sentence ...

0 Franck Dernoncourt, et al. ∙

∙ 10/30/2016

Feature-Augmented Neural Networks for Patient Note De-identification

Patient notes contain a wealth of information of potentially great inter...

0 Ji Young Lee, et al. ∙

∙ 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...

0 Franck Dernoncourt, et al. ∙

∙ 06/10/2016

De-identification of Patient Notes with Recurrent Neural Networks

Objective: Patient notes in electronic health records (EHRs) may contain...

0 Franck Dernoncourt, et al. ∙

∙ 05/07/2016

Robust Dialog State Tracking for Large Ontologies

The Dialog State Tracking Challenge 4 (DSTC 4) differentiates itself fro...

0 Franck Dernoncourt, et al. ∙

∙ 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...

0 Franck Dernoncourt, et al. ∙

∙ 03/12/2016

Sequential Short-Text Classification with Recurrent and Convolutional Neural Networks

Recent approaches based on artificial neural networks (ANNs) have shown ...

0 Ji Young Lee, et al. ∙