Ross Sparks
7 papers · 2018–2021 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(17)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(6)
Natural Language Processing
(5)
Applications
(5)
Core Methods
(5)
Deep Learning
(4)
Artificial Intelligence
(3)
Learning Types · Machine Learning
(3)
Healthcare & Medicine
(2)
Clinical
(2)
Learning Paradigms
(2)
Learning Types · Deep Learning
(2)
Computer Vision
(1)
Analysis
(1)
Application Areas
(1)
Architectures
(1)
Keywords
text classification
(7)
transfer learning
(4)
social media analysis
(2)
word embedding
(2)
sentiment analysis
(2)
stance detection
(2)
emotion classification
(1)
contextual embedding
(1)
clinical text
(1)
qualitative analysis
(1)
stance classification
(1)
health informatics
(1)
symptom detection
(1)
context-based representation
(1)
health nlp
(1)
neural network
(1)
agreement detection
(1)
figurative usage detection
(1)
personal health mention
(1)
target generalization
(1)
Papers
Demonstrating the Reliability of Self-Annotated Emotion Data
NAACL 2021
Assessing Social License to Operate from the Public Discourse on Social Media
COLING 2020
A Comparison of Word-based and Context-based Representations for Classification Problems in Health Informatics
ACL 2019
Figurative Usage Detection of Symptom Words to Improve Personal Health Mention Detection
ACL 2019
Recognising Agreement and Disagreement between Stances with Reason Comparing Networks
ACL 2019
Cross-Target Stance Classification with Self-Attention Networks
ACL 2018
Shot Or Not: Comparison of NLP Approaches for Vaccination Behaviour Detection
EMNLP 2018