Jocelyn Dunstan
12 papers · 2020–2024 · 6 conferences · across top CS/AI conferences
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Conferences
EMNLP (4)
ACL (2)
COLING (2)
NAACL (2)
EACL (1)
NIPS (1)
Top co-authors
Keywords
named entity recognition
(7)
language model
(4)
pre-trained language model
(3)
clinical nlp
(3)
sequence labeling
(2)
disease coding
(2)
clinical natural language processing
(2)
text classification
(2)
spanish language
(2)
nested named entity recognition
(2)
clinical text
(2)
domain adaptation
(2)
knowledge graph
(1)
low-resource language
(1)
multilingual nlp
(1)
medical embeddings
(1)
privacy preservation
(1)
visual question answering
(1)
language model evaluation
(1)
multimodal model
(1)
Papers
CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark
NIPS 2024
A Privacy-Preserving Corpus for Occupational Health in Spanish: Evaluation for NER and Classification Tasks
NAACL 2024
Pre-trained language models in Spanish for health insurance coverage
ACL 2023
Development of pre-trained language models for clinical NLP in Spanish
EACL 2023
Automatic Coding at Scale: Design and Deployment of a Nationwide System for Normalizing Referrals in the Chilean Public Healthcare System
ACL 2023
Divide and Conquer: An Extreme Multi-Label Classification Approach for Coding Diseases and Procedures in Spanish
EMNLP 2022
PLN CMM at SocialDisNER: Improving Detection of Disease Mentions in Tweets by Using Document-Level Features
COLING 2022
Assessing the Limits of Straightforward Models for Nested Named Entity Recognition in Spanish Clinical Narratives
EMNLP 2022
Clinical Flair: A Pre-Trained Language Model for Spanish Clinical Natural Language Processing
NAACL 2022
A Knowledge-Graph-Based Intrinsic Test for Benchmarking Medical Concept Embeddings and Pretrained Language Models
EMNLP 2022
Simple Yet Powerful: An Overlooked Architecture for Nested Named Entity Recognition
COLING 2022
The Chilean Waiting List Corpus: a new resource for clinical Named Entity Recognition in Spanish
EMNLP 2020