Alexander Shvets
6 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
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Unstoppable · Bronze
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The Questioner
Venues
Top co-authors
Research topics
Machine Learning
(4)
Natural Language Processing
(4)
Artificial Intelligence
(3)
Applications
(3)
Deep Learning
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Application Areas
(1)
Architectures
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Resources & Methods
(1)
Keywords
text classification
(4)
large language model
(3)
hate speech detection
(3)
natural language inference
(1)
corpus construction
(1)
sequence tagging
(1)
synthetic data generation
(1)
low-resource language
(1)
concept extraction
(1)
cross-dataset generalization
(1)
data synthesis
(1)
aspect extraction
(1)
emotion classification
(1)
social media
(1)
syntactic dependency
(1)
multilingual dataset
(1)
data preprocessing
(1)
annotation schema
(1)
target identification
(1)
hate speech classification
(1)
Papers
Emo Pillars: Knowledge Distillation to Support Fine-Grained Context-Aware and Context-Less Emotion Classification
ACL 2025
Community OSCAR: A Community Effort for Multilingual Web Data
EMNLP 2024
GPT-HateCheck: Can LLMs Write Better Functional Tests for Hate Speech Detection?
COLING 2024
Towards Weakly-Supervised Hate Speech Classification Across Datasets
ACL 2023
Multilingual Extraction and Categorization of Lexical Collocations with Graph-aware Transformers
NAACL 2022
Targets and Aspects in Social Media Hate Speech
ACL 2021