Feature-Augmented Neural Networks for Patient Note De-identification. - Ji Young Lee 001; Franck Dernoncourt; Özlem Uzuner; Peter Szolovits (ClinicalNLP@COLING 2016, 2016)

Robust Dialog State Tracking for Large Ontologies. - Franck Dernoncourt; Ji Young Lee 001; Trung Bui; Hung H. Bui (IWSDS, 2016)

Sequential Short-Text Classification with Recurrent and Convolutional Neural Networks. - Ji Young Lee 001; Franck Dernoncourt (HLT-NAACL, 2016)

Optimizing neural network hyperparameters with Gaussian processes for dialog act classification. - Franck Dernoncourt; Ji Young Lee 001 (SLT, 2016)

Adobe-MIT submission to the DSTC 4 Spoken Language Understanding pilot task. - Franck Dernoncourt; Ji Young Lee 001; Trung Bui; Hung H. Bui (CoRR, 2016)

Neural Networks for Joint Sentence Classification in Medical Paper Abstracts. - Franck Dernoncourt; Ji Young Lee 001; Peter Szolovits (EACL (2), 2017)

NeuroNER: an easy-to-use program for named-entity recognition based on neural networks. - Franck Dernoncourt; Ji Young Lee 001; Peter Szolovits (EMNLP (System Demonstrations), 2017)

PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical Abstracts. - Franck Dernoncourt; Ji Young Lee 001 (IJCNLP(2), 2017)

MIT at SemEval-2017 Task 10: Relation Extraction with Convolutional Neural Networks. - Ji Young Lee 001; Franck Dernoncourt; Peter Szolovits (SemEval@ACL, 2017)

De-identification of patient notes with recurrent neural networks. - Franck Dernoncourt; Ji Young Lee 001; Özlem Uzuner; Peter Szolovits (J. Am. Medical Informatics Assoc., 2017)

Information extraction with neural networks. - Ji Young Lee 001 (2017)

Transfer Learning for Named-Entity Recognition with Neural Networks. - Ji Young Lee 001; Franck Dernoncourt; Peter Szolovits (LREC, 2018)