Francielle Vargas
7 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(21)
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Machine Learning
(5)
Natural Language Processing
(5)
Applications
(5)
Core AI · Artificial Intelligence
(5)
Learning Types
(4)
Core Methods
(3)
Deep Learning
(2)
Resources & Methods
(2)
Computer Vision
(1)
Interdisciplinary
(1)
Analysis
(1)
Architectures
(1)
Core AI · Computer Vision
(1)
Learning Paradigms
(1)
Keywords
hate speech detection
(5)
zero-shot learning
(2)
large language model
(2)
natural language processing
(2)
text classification
(1)
attention mechanism
(1)
binary classification
(1)
zero-shot prompting
(1)
cross-lingual transfer
(1)
multimodal learning
(1)
model interpretability
(1)
document classification
(1)
event detection
(1)
low-resource language
(1)
ensemble model
(1)
multilingual nlp
(1)
language model
(1)
multi-hop reasoning
(1)
benchmark dataset
(1)
natural language inference
(1)
Papers
Aligning Attention with Human Rationales for Self-Explaining Hate Speech Detection
AAAI 2026
HateBRXplain: A Benchmark Dataset with Human-Annotated Rationales for Explainable Hate Speech Detection in Brazilian Portuguese
COLING 2025
MFTCXplain: A Multilingual Benchmark Dataset for Evaluating the Moral Reasoning of LLMs through Multi-hop Hate Speech Explanation
EMNLP 2025
Extended Multimodal Hate Speech Event Detection During Russia-Ukraine Crisis - Shared Task at CASE 2024
EACL 2024
HausaHate: An Expert Annotated Corpus for Hausa Hate Speech Detection
NAACL 2024
Improving Explainable Fact-Checking via Sentence-Level Factual Reasoning
EMNLP 2024
Extended Multilingual Protest News Detection - Shared Task 1, CASE 2021 and 2022
EMNLP 2022