Sequential Short-Text Classification with Recurrent and Convolutional Neural Networks JY Lee, F Dernoncourt arXiv preprint arXiv:1603.03827, 2016 | 589 | 2016 |
De-identification of patient notes with recurrent neural networks F Dernoncourt, JY Lee, O Uzuner, P Szolovits Journal of the American Medical Informatics Association 24 (3), 596-606, 2017 | 486 | 2017 |
NeuroNER: an easy-to-use program for named-entity recognition based on neural networks F Dernoncourt, JY Lee, P Szolovits arXiv preprint arXiv:1705.05487, 2017 | 247 | 2017 |
Pubmed 200k rct: a dataset for sequential sentence classification in medical abstracts F Dernoncourt, JY Lee arXiv preprint arXiv:1710.06071, 2017 | 216 | 2017 |
Transfer learning for named-entity recognition with neural networks JY Lee, F Dernoncourt, P Szolovits arXiv preprint arXiv:1705.06273, 2017 | 173 | 2017 |
Neural networks for joint sentence classification in medical paper abstracts F Dernoncourt, JY Lee, P Szolovits arXiv preprint arXiv:1612.05251, 2016 | 68 | 2016 |
Mit at semeval-2017 task 10: Relation extraction with convolutional neural networks JY Lee, F Dernoncourt, P Szolovits arXiv preprint arXiv:1704.01523, 2017 | 43 | 2017 |
Optimizing neural network hyperparameters with gaussian processes for dialog act classification F Dernoncourt, JY Lee 2016 IEEE Spoken Language Technology Workshop (SLT), 406-413, 2016 | 33 | 2016 |
Feature-augmented neural networks for patient note de-identification JY Lee, F Dernoncourt, O Uzuner, P Szolovits arXiv preprint arXiv:1610.09704, 2016 | 28 | 2016 |
Robust dialog state tracking for large ontologies F Dernoncourt, JY Lee, TH Bui, HH Bui Dialogues with Social Robots: Enablements, Analyses, and Evaluation, 475-485, 2017 | 22 | 2017 |
Adobe-MIT submission to the DSTC 4 Spoken Language Understanding pilot task F Dernoncourt, JY Lee, TH Bui, HH Bui arXiv preprint arXiv:1605.02129, 2016 | 5 | 2016 |
Existence of competitive equilibria in combinatorial auctions JY Lee Massachusetts Institute of Technology, 2015 | 2 | 2015 |
Information Extraction with Neural Networks JY Lee MIT, 2017 | 1 | 2017 |