Lukas Wertz

3 papers · 2022–2023 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (11) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

AACL (1) ACL (1) IJCNLP (1)

Top co-authors

Jonas Kuhn (3) Katsiaryna Mirylenka (3) Jasmina Bogojeska (3)

Keywords

multi-label classification (3) active learning (3) sentence embedding (2) document embedding (2) multi-label text classification (2) class embedding (2) reinforcement learning (1) domain-specific classification (1) low-resource domain (1) text classification (1) domain-specific text classification (1) transformer language model (1)

Papers

Reinforced Active Learning for Low-Resource, Domain-Specific, Multi-Label Text Classification ACL 2023

Evaluating Pre-Trained Sentence-BERT with Class Embeddings in Active Learning for Multi-Label Text Classification AACL 2022

Evaluating Pre-Trained Sentence-BERT with Class Embeddings in Active Learning for Multi-Label Text Classification IJCNLP 2022