Paula Czarnowska

4 papers · 2019–2024 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird

👥 Mega-Team · Squad

Venues

ACL (2) COLING (1) EMNLP (1)

Top co-authors

Ryan Cotterell (3) Ann Copestake (2) Sebastian Ruder (2) Lluis Marquez (1) Ilya Yegorov (1) Hilaria Cruz (1) Matéo Mahaut (1) Eleanor Chodroff (1) Edouard Grave (1) Laura Aina (1)

Research topics

Natural Language Processing (4) Applications (4) Resources & Methods (3) Deep Learning (2) Learning Types (2) Artificial Intelligence (1) Machine Learning (1) Application Areas (1) Architectures (1) Core AI (1) Core Methods (1) Understanding (1)

Keywords

morphological inflection (2) bilingual lexicon induction (2) multilingual nlp (1) data augmentation (1) low-resource language (1) confidence estimation (1) multilingual model (1) morphological analysis (1) factual confidence (1) knowledge reliability (1) semantic equivalence (1) word translation (1) inflectional morphology (1) large language model (1) neural network (1) morphological generalization (1) morphological constraint (1) zipfian distribution (1) hidden state probe (1) model robustness (1)

Papers

Factual Confidence of LLMs: on Reliability and Robustness of Current Estimators ACL 2024 Morphologically Aware Word-Level Translation COLING 2020 SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection ACL 2020 Don’t Forget the Long Tail! A Comprehensive Analysis of Morphological Generalization in Bilingual Lexicon Induction EMNLP 2019