Samuel Bell

4 papers · 2019–2025 · 4 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

ACL (1) EMNLP (1) ICLR (1) NAACL (1)

Top co-authors

Eduardo Sánchez (2) Marta R. Costa-jussà (2) Levent Sagun (2) Pontus Stenetorp (1) Megan Richards (1) Christophe Ropers (1) Elvis DOHMATOB (1) Skyler Wang (1) Marek Rei (1) Mariano Coria Meglioli (1)

Research topics

Machine Learning (4) Application Areas (2) Learning Types · Machine Learning (2) Deep Learning (1) Natural Language Processing (1) Applications (1) Architectures (1) Learning Types · Deep Learning (1) Optimization & Theory (1)

Keywords

toxicity detection (2) text classification (2) machine translation (1) multilingual nlp (1) cross-lingual transfer (1) ridge regression (1) speech classification (1) low-resource language (1) bias amplification (1) annotation quality (1) language learner (1) grammatical error detection (1) cross-lingual classification (1) contextual word representation (1) group bia (1) learning theory (1) minority-group bia (1) transfer learning (1)

Papers

An Effective Theory of Bias Amplification ICLR 2025 On the Role of Speech Data in Reducing Toxicity Detection Bias NAACL 2025 Translate, Then Detect: Leveraging Machine Translation for Cross-Lingual Toxicity Classification EMNLP 2025 Context is Key: Grammatical Error Detection with Contextual Word Representations ACL 2019