conftrace_

Karina Halevy

4 papers · 2021–2025 · 4 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

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

Top co-authors

Sílvia Casacuberta (2) Damián E. Blasi (2) Charumathi Badrinath (1) Badr AlKhamissi (1) Antoine Bosselut (1) Anna Sotnikova (1) Syrielle Montariol (1) Karly Hou (1)

Keywords

knowledge editing (1) data augmentation (1) model editing (1) machine learning fairness (1) language model (1) bias amplification (1) demographic bia (1) large language model (1) interpolation-based augmentation (1) classification fairness (1) weight editing (1) weight-based model editing (1)

Papers

Who’s the (Multi-)Fairest of Them All: Rethinking Interpolation-Based Data Augmentation Through the Lens of Multicalibration AAAI 2025 “Flex Tape Can’t Fix That”: Bias and Misinformation in Edited Language Models EMNLP 2024 Evaluating Word Embeddings with Categorical Modularity ACL 2021 Evaluating Word Embeddings with Categorical Modularity IJCNLP 2021