Matej Martinc
12 papers · 2018–2025 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (24) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
🏆
Keyword Champion
(2)
👥
Mega-Team · Squad
❓
The Questioner
(2)
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
⚡
Prolific Year · Productive
Top co-authors
Research topics
Machine Learning
(8)
Core Methods
(7)
Artificial Intelligence
(5)
Natural Language Processing
(5)
Deep Learning
(4)
Applications
(4)
Architectures
(3)
Core AI
(3)
Learning Paradigms
(3)
Resources & Methods
(3)
Learning Types · Machine Learning
(2)
Interdisciplinary
(1)
Application Areas
(1)
Learning Types · Deep Learning
(1)
Linguistics
(1)
Keywords
text classification
(3)
semantic change detection
(3)
keyword extraction
(2)
transfer learning
(2)
hate speech detection
(2)
natural language processing
(2)
contextual embedding
(2)
dependency parsing
(1)
information retrieval
(1)
named entity recognition
(1)
speech processing
(1)
cross-lingual transfer
(1)
sentiment analysis
(1)
multimodal learning
(1)
semantic matching
(1)
multilingual nlp
(1)
data representation
(1)
speech classification
(1)
viewpoint analysis
(1)
offensive language detection
(1)
Papers
SEKE: Specialised Experts for Keyword Extraction
EMNLP 2025
IJS at TextGraphs-16 Natural Language Premise Selection Task: Will Contextual Information Improve Natural Language Premise Selection?
COLING 2022
JSI at SemEval-2022 Task 1: CODWOE - Reverse Dictionary: Monolingual and cross-lingual approaches
SemEval 2022
EMBEDDIA hackathon report: Automatic sentiment and viewpoint analysis of Slovenian news corpus on the topic of LGBTIQ+
EACL 2021
EMBEDDIA Tools, Datasets and Challenges: Resources and Hackathon Contributions
EACL 2021
Extending Neural Keyword Extraction with TF-IDF tagset matching
EACL 2021
Scalable and Interpretable Semantic Change Detection
NAACL 2021
Zero-shot Cross-lingual Content Filtering: Offensive Language and Hate Speech Detection
EACL 2021
Discovery Team at SemEval-2020 Task 1: Context-sensitive Embeddings Not Always Better than Static for Semantic Change Detection
SemEval 2020
Tackling the ADReSS Challenge: A Multimodal Approach to the Automated Recognition of Alzheimer’s Dementia
Interspeech 2020
Embeddia at SemEval-2019 Task 6: Detecting Hate with Neural Network and Transfer Learning Approaches
SemEval 2019
Er ... well, it matters, right? On the role of data representations in spoken language dependency parsing
EMNLP 2018