Emily Black

5 papers · 2019–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 📈 Trend Setter

Venues

ICLR (4) EMNLP (1)

Top co-authors

Matt Fredrikson (3) Klas Leino (2) Anupam Datta (1) Shayak Sen (1) Qihan Wang (1) Varun Chandrasekaran (1) Shidong Pan (1) Fan Wu (1) Tal Linzen (1) Zifan Wang (1)

Research topics

Artificial Intelligence (5) Core AI (5) Machine Learning (3) Deep Learning (2) Natural Language Processing (2) Generation (2) Application Areas (1) Architectures (1) Core Methods (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Resources & Methods (1)

Keywords

feature selection (1) prompt engineering (1) model behavior (1) feature attribution (1) hypothesis testing (1) deep model (1) linear classifier (1) convolutional neural network (1) inductive bia (1) language model (1) counterfactual explanation (1) bias amplification (1) cultural knowledge (1) generation diversity (1) model consistency (1) cultural representation (1) large language model (1) multilingual prompting (1) output diversity (1) lipchitz continuity (1)

Papers

Generative Monoculture in Large Language Models ICLR 2025 Multilingual Prompting for Improving LLM Generation Diversity EMNLP 2025 Consistent Counterfactuals for Deep Models ICLR 2022 Selective Ensembles for Consistent Predictions ICLR 2022 Feature-Wise Bias Amplification ICLR 2019