Emily Diana

3 papers · 2025–2026 · 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 🌉 Interdisciplinary Bridge · Bronze ❓ The Questioner

Venues

AAAI (1) ACL (1) EMNLP (1)

Top co-authors

Pushkar Shukla (1) Avrim Blum (1) Aditya Chinchure (1) Jiawei Zhou (1) Matthew A. Turk (1) Alexander Williams Tolbert (1) Kartik Hosanagar (1) Zhengyang Shan (1) Alexander Tolbert (1) Vineeth N. Balasubramanian (1)

Research topics

Machine Learning (3) Deep Learning (2) Application Areas (2) Artificial Intelligence (1) Mathematics & Optimization (1) Natural Language Processing (1) Core AI (1) Models (1) Optimization (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1) Resources & Methods (1)

Keywords

bias detection (1) generative model (1) multi-armed bandit (1) bias mitigation (1) text-to-image model (1) competitive ratio (1) fairness evaluation (1) intersectional bia (1) bias evaluation (1) counterfactual intervention (1) large language model (1) gender fairness (1) gender inclusivity (1)

Papers

A Theoretical Model for Grit in Pursuing Ambitious Ends AAAI 2026 Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models ACL 2025 Mitigate One, Skew Another? Tackling Intersectional Biases in Text-to-Image Models EMNLP 2025