Helen Chen
4 papers · 2020–2022 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (15) π Conference Polyglot (3) π Interdisciplinary Bridge π Cross-Pollinator (15) π§ Keyword Pioneer
π£
Hot Topic Early Bird
β
The Questioner
Conferences
ACL (2)
EMNLP (1)
NAACL (1)
Top co-authors
Keywords
contextual embedding
(3)
named entity recognition
(2)
sentence similarity
(1)
semantic similarity
(1)
convolutional neural network
(1)
graph convolutional network
(1)
knowledge integration
(1)
lexical resource
(1)
clinical text
(1)
knowledge augmentation
(1)
biomedical nlp
(1)
question detection
(1)
lexical substitution
(1)
unified medical language system
(1)
clinical documentation
(1)
contextual word embedding
(1)
medical text classification
(1)
multi-channel architecture
(1)
icd code classification
(1)
word embedding interpolation
(1)
Papers
LexSubCon: Integrating Knowledge from Lexical Resources into Contextual Embeddings for Lexical Substitution
ACL 2022
ICDBigBird: A Contextual Embedding Model for ICD Code Classification
ACL 2022
UmlsBERT: Clinical Domain Knowledge Augmentation of Contextual Embeddings Using the Unified Medical Language System Metathesaurus
NAACL 2021
Whereβs the Question? A Multi-channel Deep Convolutional Neural Network for Question Identification in Textual Data
EMNLP 2020