Anjana Arunkumar

3 papers · 2021–2023 · 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 🐣 Hot Topic Early Bird 👥 Mega-Team · Squad

Venues

AAAI (1) EACL (1) EMNLP (1)

Top co-authors

Swaroop Mishra (3) Kirby Kuznia (1) Neeraj Varshney (1) Tanay Dixit (1) Pulkit Verma (1) Savan Doshi (1) Kuntal Kumar Pal (1) Rushang Karia (1) Arut Selvan Dhanasekaran (1) Amirreza Mirzaei (1)

Research topics

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

Keywords

zero-shot learning (1) adversarial robustness (1) natural language processing (1) in-context learning (1) model evaluation (1) instruction following (1) foundation model (1) adversarial example (1) evaluation metric (1) cross-task generalization (1) real-time feedback (1) sample quality (1) benchmark creation (1) transformer model (1) leaderboard evaluation (1) equitable evaluation (1)

Papers

Real-Time Visual Feedback to Guide Benchmark Creation: A Human-and-Metric-in-the-Loop Workflow EACL 2023 Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks EMNLP 2022 How Robust are Model Rankings : A Leaderboard Customization Approach for Equitable Evaluation AAAI 2021