Peter Szolovits

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All published works

Action	Title	Year	Authors
+ PDF Chat	Using machine learning to develop smart reflex testing protocols	2023	Matthew J. McDermott Anand S. Dighe Peter Szolovits Yuan Luo Jason M. Baron
+	Using Machine Learning to Develop Smart Reflex Testing Protocols	2023	Matthew J. McDermott Anand S. Dighe Peter Szolovits Yuan Luo Jason M. Baron
+	Do We Still Need Clinical Language Models?	2023	Eric Lehman Evan Hernandez Diwakar Mahajan Jonas Wulff Micah J. Smith Zachary M. Ziegler Daniel Nadler Peter Szolovits Alistair E. W. Johnson Emily Alsentzer
+	Right, No Matter Why: AI Fact-checking and AI Authority in Health-related Inquiry Settings	2023	Elena Sergeeva Anastasia Sergeeva Huiyun Tang Kerstin Bongard-Blanchy Peter Szolovits
+ PDF Chat	Explainable deep learning in healthcare: A methodological survey from an attribution view	2022	Di Jin Elena Sergeeva Wei‐Hung Weng Geeticka Chauhan Peter Szolovits
+	Learning to Ask Like a Physician	2022	Eric Lehman Vladislav Lialin Katelyn Edelwina Legaspi Anne Janelle Sy Patricia Therese Pile Nicole Rose I. Alberto Richard Raymund Ragasa Corinna Victoria Puyat Marianne Katharina Taliño Isabelle Rose Alberto
+	Learning to Ask Like a Physician	2022	Eric Lehman Vladislav Lialin Katelyn Y. Legaspi Anne Janelle R. Sy Patricia Therese S. Pile Nicole Rose I. Alberto Richard Raymund R. Ragasa Corinna Victoria M. Puyat Isabelle Rose I. Alberto Pia Gabrielle I. Alfonso
+ PDF Chat	Explainable Deep Learning in Healthcare: A Methodological Survey from an Attribution View	2021	Di Jin Elena V. Sergeeva Wei‐Hung Weng Geeticka Chauhan Peter Szolovits
+ PDF Chat	Decision letter for "A Pilot Study For Fragment Identification Using 2D NMR and Deep Learning"	2021	Franck Dernoncourt Ji Eun Lee Peter Szolovits Özlem Uzuner
+ PDF Chat	What Disease Does This Patient Have? A Large-Scale Open Domain Question Answering Dataset from Medical Exams	2021	Di Jin Eileen Pan Nassim Oufattole Wei‐Hung Weng Hanyi Fang Peter Szolovits
+	What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams	2021	Di Jin Eileen Pan Nassim Oufattole Wei‐Hung Weng Hanyi Fang Peter Szolovits
+ PDF Chat	ATLAS: An automated association test using probabilistically linked health records with application to genetic studies	2021	Harrison G. Zhang Boris P. Hejblum Griffin M. Weber Nathan Palmer Susanne Churchill Peter Szolovits Shawn N. Murphy Katherine P. Liao Isaac S. Kohane Tianxi Cai
+ PDF Chat	Decision letter for "A Pilot Study For Fragment Identification Using 2D NMR and Deep Learning"	2021	Franck Dernoncourt Ji Eun Lee Peter Szolovits Özlem Uzuner
+ PDF Chat	Review for "A Pilot Study For Fragment Identification Using 2D NMR and Deep Learning"	2021	Franck Dernoncourt Ji Eun Lee Peter Szolovits Özlem Uzuner
+	Rethinking Relational Encoding in Language Model: Pre-Training for General Sequences.	2021	Matthew B. A. McDermott Brendan Yap Peter Szolovits Marinka Žitnik
+	Adversarial Contrastive Pre-training for Protein Sequences	2021	Matthew B. A. McDermott Brendan Yap Tzu-Ming Harry Hsu Di Jin Peter Szolovits
+	An Open Natural Language Processing Development Framework for EHR-based Clinical Research: A case demonstration using the National COVID Cohort Collaborative (N3C)	2021	Sijia Liu Andrew Wen Liwei Wang Huan He Sunyang Fu Robert F. Miller Andrew E. Williams Daniel R. Harris Ramakanth Kavuluru Mei Liu
+	Explainable Deep Learning in Healthcare: A Methodological Survey from an Attribution View	2021	Di Jin Elena Sergeeva Wei‐Hung Weng Geeticka Chauhan Peter Szolovits
+	Structure Inducing Pre-Training	2021	Matthew B. A. McDermott Brendan Yap Peter Szolovits Marinka Žitnik
+	TransINT: Embedding Implication Rules in Knowledge Graphs with Isomorphic Intersections of Linear Subspaces	2020	So-Yeon Min Preethi Raghavan Peter Szolovits
+	Entity-Enriched Neural Models for Clinical Question Answering	2020	Bhanu Pratap Singh Rawat Wei‐Hung Weng Preethi Raghavan Peter Szolovits
+ PDF Chat	Advancing PICO element detection in biomedical text via deep neural networks	2020	Di Jin Peter Szolovits
+ PDF Chat	Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment	2020	Di Jin Zhijing Jin Joey Tianyi Zhou Peter Szolovits
+	Hooks in the Headline: Learning to Generate Headlines with Controlled Styles	2020	Di Jin Zhijing Jin Joey Tianyi Zhou Lisa Orii Peter Szolovits
+	A Simple Baseline to Semi-Supervised Domain Adaptation for Machine Translation	2020	Di Jin Zhijing Jin Joey Tianyi Zhou Peter Szolovits
+	Hooks in the Headline: Learning to Generate Headlines with Controlled Styles	2020	Di Jin Zhijing Jin Joey Tianyi Zhou Lisa Orii Peter Szolovits
+	Expert-Supervised Reinforcement Learning for Offline Policy Learning and Evaluation	2020	Aaron Sonabend-W Junwei Lu Leo Anthony Celi Tianxi Cai Peter Szolovits
+	Entity-Enriched Neural Models for Clinical Question Answering	2020	Bhanu Pratap Singh Rawat Wei‐Hung Weng So-Yeon Min Preethi Raghavan Peter Szolovits
+	CheXpert++: Approximating the CheXpert labeler for Speed,Differentiability, and Probabilistic Output	2020	Matthew B. A. McDermott Tzu Ming Harry Hsu Wei‐Hung Weng Marzyeh Ghassemi Peter Szolovits
+	A Comprehensive Evaluation of Multi-task Learning and Multi-task Pre-training on EHR Time-series Data	2020	Matthew B. A. McDermott Bret Nestor Evan Kim Wei Zhang Anna Goldenberg Peter Szolovits Marzyeh Ghassemi
+	What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams	2020	Di Jin Eileen Pan Nassim Oufattole Wei‐Hung Weng Hanyi Fang Peter Szolovits
+ PDF Chat	Joint Modeling of Chest Radiographs and Radiology Reports for Pulmonary Edema Assessment	2020	Geeticka Chauhan Ruizhi Liao William M. Wells Jacob Andreas Xin Wang Seth J. Berkowitz Steven Horng Peter Szolovits Polina Golland
+	Joint Modeling of Chest Radiographs and Radiology Reports for Pulmonary Edema Assessment	2020	Geeticka Chauhan Ruizhi Liao William A. Wells Jacob Andreas Xin Wang Seth A. Berkowitz Steven Horng Peter Szolovits Polina Golland
+	TransINT: Embedding Implication Rules in Knowledge Graphs with Isomorphic Intersections of Linear Subspaces	2020	So-Yeon Min Preethi Raghavan Peter Szolovits
+	Entity-Enriched Neural Models for Clinical Question Answering	2020	Bhanu Pratap Singh Rawat Wei‐Hung Weng So-Yeon Min Preethi Raghavan Peter Szolovits
+	Is BERT Really Robust? Natural Language Attack on Text Classification and Entailment	2019	Di Jin Zhijing Jin Joey Tianyi Zhou Peter Szolovits
+	Unsupervised Clinical Language Translation	2019	Wei‐Hung Weng Yu-An Chung Peter Szolovits
+	REflex: Flexible Framework for Relation Extraction in Multiple Domains	2019	Geeticka Chauhan Matthew B. A. McDermott Peter Szolovits
+	Unsupervised Clinical Language Translation	2019	Wei‐Hung Weng Yu-An Chung Peter Szolovits
+	Clinically Accurate Chest X-Ray Report Generation	2019	Guanxiong Liu Tzu-Ming Harry Hsu Matthew B. A. McDermott Willie Boag Wei‐Hung Weng Peter Szolovits Marzyeh Ghassemi
+	REflex: Flexible Framework for Relation Extraction in Multiple Domains	2019	Geeticka Chauhan Matthew B. A. McDermott Peter Szolovits
+	Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment	2019	Di Jin Zhijing Jin Joey Tianyi Zhou Peter Szolovits
+	Representation Learning for Electronic Health Records	2019	Wei‐Hung Weng Peter Szolovits
+	Implementing a Portable Clinical NLP System with a Common Data Model -- a Lisp Perspective	2018	Yuan Luo Peter Szolovits
+	Racial Disparities and Mistrust in End-of-Life Care	2018	Willie Boag Harini Suresh Leo Anthony Celi Peter Szolovits Marzyeh Ghassemi
+	Modeling Mistrust in End-of-Life Care.	2018	Willie Boag Harini Suresh Leo Anthony Celi Peter Szolovits Marzyeh Ghassemi
+	Towards the Creation of a Large Corpus of Synthetically-Identified Clinical Notes	2018	Willie Boag Tristan Naumann Peter Szolovits
+	CliNER 2.0: Accessible and Accurate Clinical Concept Extraction	2018	Willie Boag Elena Sergeeva Saurabh Kulshreshtha Peter Szolovits Anna Rumshisky Tristan Naumann
+	Mapping Unparalleled Clinical Professional and Consumer Languages with Embedding Alignment	2018	Wei‐Hung Weng Peter Szolovits
+ PDF Chat	Hierarchical Neural Networks for Sequential Sentence Classification in Medical Scientific Abstracts	2018	Di Jin Peter Szolovits
+	Advancing PICO Element Detection in Biomedical Text via Deep Neural Networks	2018	Di Jin Peter Szolovits
+	Implementing a Portable Clinical NLP System with a Common Data Model - a Lisp Perspective	2018	Yuan Luo Peter Szolovits
+	Unsupervised Multimodal Representation Learning across Medical Images and Reports	2018	Tzu-Ming Harry Hsu Wei‐Hung Weng Willie Boag Matthew B. A. McDermott Peter Szolovits
+	Predicting Blood Pressure Response to Fluid Bolus Therapy Using Attention-Based Neural Networks for Clinical Interpretability	2018	Uma Girkar Ryo Uchimido Li-wei H. Lehman Peter Szolovits Leo Anthony Celi Wei‐Hung Weng
+	Hierarchical Neural Networks for Sequential Sentence Classification in Medical Scientific Abstracts	2018	Di Jin Peter Szolovits
+	Modeling Mistrust in End-of-Life Care	2018	Willie Boag Harini Suresh Leo Anthony Celi Peter Szolovits Marzyeh Ghassemi
+	Racial Disparities and Mistrust in End-of-Life Care	2018	Willie Boag Harini Suresh Leo Anthony Celi Peter Szolovits Marzyeh Ghassemi
+	Deep Reinforcement Learning for Sepsis Treatment	2017	Aniruddh Raghu Matthieu Komorowski Imran Ahmed Leo Anthony Celi Peter Szolovits Marzyeh Ghassemi
+ PDF Chat	3D-MICE: integration of cross-sectional and longitudinal imputation for multi-analyte longitudinal clinical data	2017	Yuan Luo Peter Szolovits Anand S. Dighe Jason M. Baron
+	NeuroNER: an easy-to-use program for named-entity recognition based on neural networks	2017	Franck Dernoncourt Ji Young Lee Peter Szolovits
+	MIT at SemEval-2017 Task 10: Relation Extraction with Convolutional Neural Networks	2017	Ji Young Lee Franck Dernoncourt Peter Szolovits
+	Neural Networks for Joint Sentence Classification in Medical Paper Abstracts	2017	Franck Dernoncourt Ji Young Lee Peter Szolovits
+	The Use of Autoencoders for Discovering Patient Phenotypes	2017	Harini Suresh Peter Szolovits Marzyeh Ghassemi
+	Transfer Learning for Named-Entity Recognition with Neural Networks	2017	Ji Young Lee Franck Dernoncourt Peter Szolovits
+	Clinical Intervention Prediction and Understanding using Deep Networks	2017	Harini Suresh Nathan Hunt Alistair E. W. Johnson Leo Anthony Celi Peter Szolovits Marzyeh Ghassemi
+	Continuous State-Space Models for Optimal Sepsis Treatment - a Deep Reinforcement Learning Approach	2017	Aniruddh Raghu Matthieu Komorowski Leo Anthony Celi Peter Szolovits Marzyeh Ghassemi
+	Representation and Reinforcement Learning for Personalized Glycemic Control in Septic Patients	2017	Wei‐Hung Weng Mingwu Gao Ze He Susu Yan Peter Szolovits
+ PDF Chat	MIT at SemEval-2017 Task 10: Relation Extraction with Convolutional Neural Networks	2017	Ji Young Lee Franck Dernoncourt Peter Szolovits
+	NeuroNER: an easy-to-use program for named-entity recognition based on neural networks	2017	Franck Dernoncourt Ji Young Lee Peter Szolovits
+	NeuroNER: an easy-to-use program for named-entity recognition based on neural networks	2017	Franck Dernoncourt Ji-Young Lee Peter Szolovits
+	MIT at SemEval-2017 Task 10: Relation Extraction with Convolutional Neural Networks	2017	Ji Young Lee Franck Dernoncourt Peter Szolovits
+	Deep Reinforcement Learning for Sepsis Treatment	2017	Aniruddh Raghu Matthieu Komorowski Imran Ahmed Leo Anthony Celi Peter Szolovits Marzyeh Ghassemi
+	Neural Networks for Joint Sentence Classification in Medical Paper Abstracts	2016	Franck Dernoncourt Ji Young Lee Peter Szolovits
+	Feature-Augmented Neural Networks for Patient Note De-identification	2016	Ji Young Lee Franck Dernoncourt Özlem Uzuner Peter Szolovits
+	De-identification of patient notes with recurrent neural networks	2016	Franck Dernoncourt Ji Young Lee Özlem Uzuner Peter Szolovits
+	De-identification of Patient Notes with Recurrent Neural Networks	2016	Franck Dernoncourt Ji Young Lee Özlem Uzuner Peter Szolovits
+ PDF Chat	Tensor factorization toward precision medicine	2016	Yuan Luo Fei Wang Peter Szolovits
+	Feature-Augmented Neural Networks for Patient Note De-identification	2016	Ji Young Lee Franck Dernoncourt Özlem Uzuner Peter Szolovits
+	Neural Networks for Joint Sentence Classification in Medical Paper Abstracts	2016	Franck Dernoncourt Ji-Young Lee Peter Szolovits
+	De-identification of Patient Notes with Recurrent Neural Networks	2016	Franck Dernoncourt Ji-Young Lee Özlem Uzuner Peter Szolovits
+ PDF Chat	Development of phenotype algorithms using electronic medical records and incorporating natural language processing	2015	Katherine P. Liao Tianrun Cai Guergana Savova Sue Murphy Elizabeth W. Karlson Ashwin N. Ananthakrishnan Vivian S. Gainer Stanley Y. Shaw Zongqi Xia Peter Szolovits
+ PDF Chat	Subgraph augmented non-negative tensor factorization (SANTF) for modeling clinical narrative text	2015	Yuan Luo Xin Yu Ephraim P. Hochberg Rohit Joshi Özlem Uzuner Peter Szolovits
+	Global Conditioning for Probabilistic Inference in Belief Networks	2013	Ross D. Shachter Stig Kjær Andersen Peter Szolovits
+	Global Conditioning for Probabilistic Inference in Belief Networks	2013	Ross D. Shachter Stig Kjær Andersen Peter Szolovits
+ PDF Chat	Marco Ramoni: an appreciation of academic achievement	2011	Isaac S. Kohane Peter Szolovits
+	Marco Ramoni: an appreciation of academic achievement	2011	Isaac S. Kohane Peter Szolovits
+ PDF Chat	A susceptible-infected model of early detection of respiratory infection outbreaks on a background of influenza	2006	Mojdeh Mohtashemi Peter Szolovits James Dunyak Kenneth D. Mandl
+	A Bayesian dynamic model for influenza surveillance	2006	Paola Sebastiani Kenneth D. Mandl Peter Szolovits Isaac S. Kohane Marco Ramoni
+ PDF Chat	Global Conditioning for Probabilistic Inference in Belief Networks	1994	Ross D. Shachter Stig Kjær Andersen Peter Szolovits

Common Coauthors

Coauthor	Papers Together
Franck Dernoncourt	18
Wei‐Hung Weng	18
Di Jin	16
Leo Anthony Celi	12
Marzyeh Ghassemi	12
Ji Young Lee	11
Matthew B. A. McDermott	9
Özlem Uzuner	9
Willie Boag	8
Preethi Raghavan	7
Geeticka Chauhan	7
Harini Suresh	6
Zhijing Jin	6
Yuan Luo	6
Joey Tianyi Zhou	6
Isaac S. Kohane	5
So-Yeon Min	4
Elena Sergeeva	4
Bhanu Pratap Singh Rawat	3
Ji Eun Lee	3
Ji-Young Lee	3
Tzu-Ming Harry Hsu	3
Brendan Yap	3
Anand S. Dighe	3
Jason M. Baron	3
Hanyi Fang	3
Nassim Oufattole	3
Aniruddh Raghu	3
Eileen Pan	3
Matthieu Komorowski	3
Stig Kjær Andersen	3
Eric Lehman	3
Anna Rumshisky	3
Marinka Žitnik	2
Tristan Naumann	2
Xin Wang	2
Ross D. Shachter	2
Polina Golland	2
Nicole Rose I. Alberto	2
Steven Horng	2
Tianxi Cai	2
Kenneth D. Mandl	2
Jacob Andreas	2
Byron Wallace	2
Alistair E. W. Johnson	2
Imran Ahmed	2
Lisa Orii	2
Dana Moukheiber	2
Yu-An Chung	2
Susanne Churchill	2

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Natural Language Processing (almost) from Scratch	2011	Ronan Collobert Jason Weston Léon Bottou Michael Karlen Koray Kavukcuoglu Pavel P. Kuksa	10
+ PDF Chat	BioBERT: a pre-trained biomedical language representation model for biomedical text mining	2019	Jinhyuk Lee Wonjin Yoon Sungdong Kim Donghyeon Kim Sunkyu Kim Chan Ho So Jaewoo Kang	10
+ PDF Chat	Sequential Short-Text Classification with Recurrent and Convolutional Neural Networks	2016	Ji Young Lee Franck Dernoncourt	9
+ PDF Chat	Neural Architectures for Named Entity Recognition	2016	Guillaume Lample Miguel Ballesteros Sandeep Subramanian Kazuya Kawakami Chris Dyer	9
+ PDF Chat	Enriching Word Vectors with Subword Information	2017	Piotr Bojanowski Édouard Grave Armand Joulin Tomáš Mikolov	8
+	Natural Language Processing (almost) from Scratch	2011	Ronan Collobert Jason Weston Léon Bottou Michael Karlen Koray Kavukcuoglu Pavel P. Kuksa	8
+	Attention is All you Need	2017	Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N. Gomez Łukasz Kaiser Illia Polosukhin	8
+	Distributed Representations of Words and Phrases and their Compositionality	2013	Tomáš Mikolov Ilya Sutskever Kai Chen Greg S. Corrado Jeffrey Dean	7
+	Efficient Estimation of Word Representations in Vector Space	2013	Tomáš Mikolov Kai Chen Greg S. Corrado Jay B. Dean	7
+	Convolutional Neural Networks for Sentence Classification	2014	Yoon Kim	7
+	A Convolutional Neural Network for Modelling Sentences	2014	Nal Kalchbrenner Edward Grefenstette Phil Blunsom	6
+	Efficient Estimation of Word Representations in Vector Space	2013	Tomáš Mikolov Kai Chen Greg S. Corrado Jay B. Dean	6
+	Neural Machine Translation by Jointly Learning to Align and Translate	2014	Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio	6
+	Scikit-learn: Machine Learning in Python	2012	Fabián Pedregosa Gaël Varoquaux Alexandre Gramfort Vincent Michel Bertrand Thirion Olivier Grisel Mathieu Blondel Peter Prettenhofer Ron J. Weiss Vincent Dubourg	5
+ PDF Chat	Character-Aware Neural Language Models	2016	Yoon Kim Yacine Jernite David Sontag Alexander M. Rush	5
+	Know What You Don’t Know: Unanswerable Questions for SQuAD	2018	Pranav Rajpurkar Robin Jia Percy Liang	5
+	BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding	2018	Jacob Devlin Ming‐Wei Chang Kenton Lee Kristina Toutanova	5
+	Neural Machine Translation by Jointly Learning to Align and Translate	2015	Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio	5
+	Distributed Representations of Words and Phrases and their Compositionality	2013	Tomáš Mikolov Ilya Sutskever Kai Chen Greg S. Corrado Jay B. Dean	5
+ PDF Chat	emrQA: A Large Corpus for Question Answering on Electronic Medical Records	2018	Anusri Pampari Preethi Raghavan Jennifer J. Liang Jian Peng	5
+	Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks	2015	Jason Weston Antoine Bordes Sumit Chopra Alexander M. Rush Bart van Merriënboer Armand Joulin Tomáš Mikolov	5
+	Deep Contextualized Word Representations	2018	Matthew E. Peters Mark E Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer	4
+ PDF Chat	Aligning Books and Movies: Towards Story-Like Visual Explanations by Watching Movies and Reading Books	2015	Yukun Zhu Ryan Kiros Rich Zemel Ruslan Salakhutdinov Raquel Urtasun Antonio Torralba Sanja Fidler	4
+	Unsupervised Multimodal Representation Learning across Medical Images and Reports	2018	Tzu-Ming Harry Hsu Wei‐Hung Weng Willie Boag Matthew B. A. McDermott Peter Szolovits	4
+	Publicly Available Clinical BERT Embeddings	2019	Emily Alsentzer John R. Murphy Willie Boag Wei‐Hung Weng Di Jin Tristan Naumann Matthew B. A. McDermott	4
+ PDF Chat	ScispaCy: Fast and Robust Models for Biomedical Natural Language Processing	2019	Mark E Neumann Daniel King Iz Beltagy Waleed Ammar	4
+ PDF Chat	SQuAD: 100,000+ Questions for Machine Comprehension of Text	2016	Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang	4
+ PDF Chat	Reading Wikipedia to Answer Open-Domain Questions	2017	Danqi Chen Adam Fisch Jason Weston Antoine Bordes	3
+	Unsupervised Neural Machine Translation	2017	Mikel Artetxe Gorka Labaka Eneko Agirre Kyunghyun Cho	3
+	Character-level Convolutional Networks for Text Classification	2015	Xiang Zhang Junbo Zhao Yann LeCun	3
+ PDF Chat	CIDEr: Consensus-based image description evaluation	2015	Ramakrishna Vedantam C. Lawrence Zitnick Devi Parikh	3
+ PDF Chat	Improving Neural Machine Translation Models with Monolingual Data	2016	Rico Sennrich Barry Haddow Alexandra Birch	3
+	NLTK: The Natural Language Toolkit	2002	Edward Loper Steven Bird	3
+	Comparing Rule-Based and Deep Learning Models for Patient Phenotyping	2017	Sebastian Gehrmann Franck Dernoncourt Yeran Li Eric T. Carlson Joy T. Wu Jonathan Welt John Foote Edward T. Moseley David W. Grant Patrick D. Tyler	3
+	Tensor Decompositions and Applications	2009	Tamara G. Kolda Brett W. Bader	3
+	Neural Networks for Joint Sentence Classification in Medical Paper Abstracts	2017	Franck Dernoncourt Ji Young Lee Peter Szolovits	3
+ PDF Chat	Simple and Effective Multi-Paragraph Reading Comprehension	2018	Christopher Clark Matt Gardner	3
+	Convolutional Neural Networks for Sentence Classification	2014	Yoon Kim	3
+	Unified Language Model Pre-training for Natural Language Understanding and Generation	2019	Li Dong Nan Yang Wenhui Wang Furu Wei Xiaodong Liu Yu Wang Jianfeng Gao Ming Zhou Hsiao-Wuen Hon	3
+	Sequence to Sequence Learning with Neural Networks	2014	Ilya Sutskever Oriol Vinyals Quoc V. Le	3
+ PDF Chat	Towards Unsupervised Speech-to-text Translation	2019	Yu-An Chung Wei‐Hung Weng Schrasing Tong James Glass	3
+	Character-level Convolutional Networks for Text Classification	2015	Xiang Zhang Junbo Zhao Yann LeCun	3
+	ManTIME: Temporal expression identification and normalization in the TempEval-3 challenge	2013	Michele Filannino Gavin Brown Goran Nenadić	3
+	Learning to Diagnose with LSTM Recurrent Neural Networks	2015	Zachary C. Lipton David C. Kale Charles Elkan Randall C. Wetzel	3
+	A Convolutional Neural Network for Modelling Sentences	2014	Nal Kalchbrenner Edward Grefenstette Phil Blunsom	3
+	Multi-step Retriever-Reader Interaction for Scalable Open-domain Question Answering	2019	Rajarshi Das Shehzaad Dhuliawala Manzil Zaheer Andrew McCallum	3
+	Producing radiologist-quality reports for interpretable artificial intelligence	2018	William A. Gale Luke Oakden‐Rayner Gustavo Carneiro Andrew P. Bradley Lyle J. Palmer	3
+	Mapping Unparalleled Clinical Professional and Consumer Languages with Embedding Alignment	2018	Wei‐Hung Weng Peter Szolovits	3
+	Understanding Neural Networks through Representation Erasure	2016	Jiwei Li Will Monroe Dan Jurafsky	3
+	Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation	2014	Kyunghyun Cho Bart van Merriënboer Çaǧlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio	3