Denis Newman-Griffis
10 papers · 2018–2021 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze πΊοΈ Taxonomy Completionist (25) π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird π Trend Setter
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Research topics
Machine Learning
(8)
Core Methods
(7)
Natural Language Processing
(5)
Healthcare & Medicine
(4)
Application Areas
(4)
Clinical
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Learning Types Β· Deep Learning
(3)
Resources & Methods
(3)
Knowledge & Reasoning
(2)
Core AI
(2)
Learning Types Β· Machine Learning
(2)
Representation
(2)
Data Science & Analytics
(1)
Keywords
word embedding
(5)
representation learning
(2)
named entity recognition
(2)
nearest neighbor
(2)
convolutional neural network
(2)
information retrieval
(2)
knowledge distillation
(1)
knowledge transfer
(1)
ensemble learning
(1)
semantic analysis
(1)
entity disambiguation
(1)
knowledge base
(1)
document representation
(1)
text annotation
(1)
text classification
(1)
semantic similarity
(1)
vector space
(1)
embedding similarity
(1)
support vector machine
(1)
document ranking
(1)
Papers
Introducing Information Retrieval for Biomedical Informatics Students
NAACL 2021
Robust Knowledge Graph Completion with Stacked Convolutions and a Student Re-Ranking Network
ACL 2021
TextEssence: A Tool for Interactive Analysis of Semantic Shifts Between Corpora
NAACL 2021
Translational NLP: A New Paradigm and General Principles for Natural Language Processing Research
NAACL 2021
Characterizing the Impact of Geometric Properties of Word Embeddings on Task Performance
NAACL 2019
Classifying the reported ability in clinical mobility descriptions
ACL 2019
HARE: a Flexible Highlighting Annotator for Ranking and Exploration
EMNLP 2019
Writing habits and telltale neighbors: analyzing clinical concept usage patterns with sublanguage embeddings
EMNLP 2019
Embedding Transfer for Low-Resource Medical Named Entity Recognition: A Case Study on Patient Mobility
ACL 2018
Jointly Embedding Entities and Text with Distant Supervision
ACL 2018