Barbara Rychalska

4 papers · 2016–2021 · 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 🐣 Hot Topic Early Bird ❓ The Questioner (2)

Venues

EMNLP (2) IJCAI (1) SemEval (1)

Top co-authors

Dominika Basaj (3) Przemyslaw Biecek (2) Anna Wróblewska (2) Michał Górszczak (1) Piotr Andruszkiewicz (1) Katarzyna Pakulska (1) Wojciech Walczak (1) Witold Oleszkiewicz (1) Krystyna Chodorowska (1) Bartosz Zieliński (1)

Research topics

Deep Learning (2) Machine Learning (2) Natural Language Processing (2) Applications (2) Learning Types (2) Techniques (2) Architectures (1) Core Methods (1)

Keywords

question answering (2) natural language processing (1) self-supervised learning (1) explainable ai (1) feature importance (1) image representation (1) recurrent neural network (1) local explanation (1) adversarial example (1) verb understanding (1) visual probing (1) representation learning (1) verb analysis (1)

Papers

Explaining Self-Supervised Image Representations with Visual Probing IJCAI 2021 Does it care what you asked? Understanding Importance of Verbs in Deep Learning QA System EMNLP 2018 How much should you ask? On the question structure in QA systems. EMNLP 2018 Samsung Poland NLP Team at SemEval-2016 Task 1: Necessity for diversity; combining recursive autoencoders, WordNet and ensemble methods to measure semantic similarity. SemEval 2016