Carlos Aguirre
9 papers · 2020–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (5) π Renaissance Researcher (7) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (20)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
β
The Questioner
Conferences
EMNLP (3)
NAACL (3)
AACL (1)
EACL (1)
IJCNLP (1)
Top co-authors
Keywords
social media analysis
(3)
mental health
(2)
information extraction
(2)
knowledge management
(2)
domain adaptation
(2)
depression detection
(2)
data augmentation
(1)
text classification
(1)
domain generalization
(1)
systematic review
(1)
low-resource learning
(1)
mental health detection
(1)
bias analysis
(1)
classifier robustness
(1)
named entity recognition
(1)
social media
(1)
distant supervision
(1)
demographic fairness
(1)
in-context learning
(1)
transfer learning
(1)
Papers
Selecting Shots for Demographic Fairness in Few-Shot Learning with Large Language Models
EMNLP 2024
PIEKM: ML-based Procedural Information Extraction and Knowledge Management System for Materials Science Literature
AACL 2022
Bernice: A Multilingual Pre-trained Encoder for Twitter
EMNLP 2022
PIEKM: ML-based Procedural Information Extraction and Knowledge Management System for Materials Science Literature
IJCNLP 2022
Gender and Racial Fairness in Depression Research using Social Media
EACL 2021
Towards Understanding the Role of Gender in Deploying Social Media-Based Mental Health Surveillance Models
NAACL 2021
On the State of Social Media Data for Mental Health Research
NAACL 2021
Qualitative Analysis of Depression Models by Demographics
NAACL 2021
Do Models of Mental Health Based on Social Media Data Generalize?
EMNLP 2020