Stefan Trausan-Matu

3 papers · 2019–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze

Venues

EMNLP (1) NAACL (1) SemEval (1)

Top co-authors

Dumitru-Clementin Cercel (2) Cornelia Caragea (1) Robert-Adrian Popovici (1) Iustin Sirbu (1) George-Alexandru Vlad (1) George-Eduard Zaharia (1) Cristian Onose (1) Traian Rebedea (1) Costin Chiru (1)

Research topics

Machine Learning (3) Artificial Intelligence (2) Core Methods (2) Learning Paradigms (2) Learning Types (2) Deep Learning (1) Natural Language Processing (1) Applications (1) Architectures (1) Core AI (1)

Keywords

semi-supervised learning (1) multi-task learning (1) text classification (1) multimodal learning (1) image representation (1) long short-term memory (1) consistency regularization (1) text encoding (1) word embedding (1) hierarchical attention network (1) bidirectional gated recurrent unit (1) cross-dialect topic identification (1)

Papers

MultiMatch: Multihead Consistency Regularization Matching for Semi-Supervised Text Classification EMNLP 2025 UPB at SemEval-2020 Task 8: Joint Textual and Visual Modeling in a Multi-Task Learning Architecture for Memotion Analysis SemEval 2020 SC-UPB at the VarDial 2019 Evaluation Campaign: Moldavian vs. Romanian Cross-Dialect Topic Identification NAACL 2019