Gerardo Sierra
11 papers · 2000–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (3) 🏃 Academic Marathon (25) 🗺️ Taxonomy Completionist (21)
🏃
Academic Marathon
(25)
🌈
Renaissance Researcher
(5)
🌉
Interdisciplinary Bridge
🚀
Conference Pioneer
💎
Century Club
(11)
⚡
Prolific Year
(6)
Conferences
ACL (6)
COLING (3)
SEMEVAL (2)
Top co-authors
Keywords
text classification
(3)
large language model
(3)
transformer model
(3)
metaphor detection
(2)
multilingual nlp
(2)
low-resource language
(2)
data augmentation
(2)
entity framing
(2)
multilingual transformer
(2)
class imbalance
(2)
figurative language
(2)
narrative extraction
(2)
inter-annotator disagreement
(2)
loss function
(1)
loss function optimization
(1)
multilabel classification
(1)
emotion detection
(1)
prompt engineering
(1)
hierarchical classification
(1)
instant messaging
(1)
Papers
LATE-GIL-NLP at SemEval-2025 Task 11: Multi-Language Emotion Detection and Intensity Classification Using Transformer Models with Optimized Loss Functions for Imbalanced Data
SEMEVAL 2025
Prompting Metaphoricity: Soft Labeling with Large Language Models in Popular Communication of Science Tweets in Spanish
ACL 2025
LATE-GIL-nlp at Semeval-2025 Task 10: Exploring LLMs and transformers for Characterization and extraction of narratives from online news
ACL 2025
LATE-GIL-NLP at SemEval-2025 Task 11: Multi-Language Emotion Detection and Intensity Classification Using Transformer Models with Optimized Loss Functions for Imbalanced Data
ACL 2025
Disagreement in Metaphor Annotation of Mexican Spanish Science Tweets
COLING 2025
LATE-GIL-nlp at Semeval-2025 Task 10: Exploring LLMs and transformers for Characterization and extraction of narratives from online news
SEMEVAL 2025
PCIC at SMM4H 2024: Enhancing Reddit Post Classification on Social Anxiety Using Transformer Models and Advanced Loss Functions
ACL 2024
PCICUNAM at WASSA 2024: Cross-lingual Emotion Detection Task with Hierarchical Classification and Weighted Loss Functions
ACL 2024
Challenges of language technologies for the indigenous languages of the Americas
COLING 2018
Sociolinguistic Corpus of WhatsApp Chats in Spanish among College Students
ACL 2018
Extracting semantic clusters from the alignment of definitions
COLING 2000