Peter Szolovits
20 papers · 2017–2022 · 8 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+9 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (34) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
π§¬
Topic Evolution
π
Keyword Champion
(2)
ποΈ
Keyword Collector
(87)
π
Trend Setter
π
Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
β‘
Prolific Year Β· Productive
β
The Questioner
π
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(11)
Natural Language Processing
(9)
Deep Learning
(8)
Applications
(8)
Artificial Intelligence
(6)
Architectures
(6)
Core AI
(6)
Healthcare & Medicine
(5)
Clinical
(5)
Core Methods
(5)
Application Areas
(3)
Learning Types Β· Deep Learning
(3)
Learning Types Β· Machine Learning
(2)
Optimization & Theory
(2)
Interdisciplinary
(1)
Keywords
question answering
(3)
multi-task learning
(3)
neural network
(3)
named entity recognition
(3)
structured prediction
(2)
radiology report
(2)
clinical question answering
(2)
sentence classification
(2)
clinical nlp
(2)
logical form
(2)
text classification
(2)
medical abstract
(2)
electronic health record
(2)
question generation
(2)
chest x-ray
(2)
natural language generation
(1)
information extraction
(1)
natural language processing
(1)
relation extraction
(1)
machine translation
(1)
Papers
EHR Safari: Data is Contextual
MLHC 2022
Learning to Ask Like a Physician
NAACL 2022
Towards Generalizable Methods for Automating Risk Score Calculation
ACL 2022
emrKBQA: A Clinical Knowledge-Base Question Answering Dataset
NAACL 2021
Advancing Seq2seq with Joint Paraphrase Learning
EMNLP 2020
CheXpert++: Approximating the CheXpert Labeler for Speed, Differentiability, and Probabilistic Output
MLHC 2020
Entity-Enriched Neural Models for Clinical Question Answering
ACL 2020
Expert-Supervised Reinforcement Learning for Offline Policy Learning and Evaluation
NeurIPS 2020
Hooks in the Headline: Learning to Generate Headlines with Controlled Styles
ACL 2020
Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment
AAAI 2020
A Framework for Relation Extraction Across Multiple Datasets in Multiple Domains
ACL 2019
Clinically Accurate Chest X-Ray Report Generation
MLHC 2019
Neural Token Representations and Negation and Speculation Scope Detection in Biomedical and General Domain Text
EMNLP 2019
REflex: Flexible Framework for Relation Extraction in Multiple Domains
ACL 2019
Hierarchical Neural Networks for Sequential Sentence Classification in Medical Scientific Abstracts
EMNLP 2018
PICO Element Detection in Medical Text via Long Short-Term Memory Neural Networks
ACL 2018
Racial Disparities and Mistrust in End-of-Life Care
MLHC 2018
MIT at SemEval-2017 Task 10: Relation Extraction with Convolutional Neural Networks
SemEval 2017
Neural Networks for Joint Sentence Classification in Medical Paper Abstracts
EACL 2017
NeuroNER: an easy-to-use program for named-entity recognition based on neural networks
EMNLP 2017