Carlos Aguirre
8 papers · 2020–2024 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (18) π£ Hot Topic Early Bird β The Questioner
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Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(6)
Application Areas
(6)
Natural Language Processing
(4)
Artificial Intelligence
(2)
Applications Β· Natural Language Processing
(2)
Learning Types
(2)
Resources & Methods
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Applications Β· Data Science & Analytics
(1)
Architectures
(1)
Clinical
(1)
Core AI
(1)
Keywords
social media analysis
(3)
mental health
(2)
depression detection
(2)
transfer learning
(1)
domain adaptation
(1)
text classification
(1)
in-context learning
(1)
information extraction
(1)
mental health detection
(1)
bias analysis
(1)
domain-specific pretraining
(1)
classifier robustness
(1)
demographic fairness
(1)
distant supervision
(1)
social media
(1)
systematic review
(1)
social media nlp
(1)
social media text
(1)
social media data
(1)
gender bia
(1)
Papers
Selecting Shots for Demographic Fairness in Few-Shot Learning with Large Language Models
EMNLP 2024
Bernice: A Multilingual Pre-trained Encoder for Twitter
EMNLP 2022
PIEKM: ML-based Procedural Information Extraction and Knowledge Management System for Materials Science Literature
AACL 2022
Gender and Racial Fairness in Depression Research using Social Media
EACL 2021
On the State of Social Media Data for Mental Health Research
NAACL 2021
Qualitative Analysis of Depression Models by Demographics
NAACL 2021
Towards Understanding the Role of Gender in Deploying Social Media-Based Mental Health Surveillance Models
NAACL 2021
Do Models of Mental Health Based on Social Media Data Generalize?
EMNLP 2020