John Burden

4 papers · 2022–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird ❓ The Questioner

Venues

AAAI (2) IJCAI (2)

Top co-authors

José Hernández-Orallo (4) Bao Sheng Loe (2) Sean Ó hÉigeartaigh (1) Ryan Burnell (1) Wout Schellaert (1) Sean hEigeartaigh (1) Pablo A. M. Casares (1) Karina Vold (1) Marko Tesic (1) Roi Reichart (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Core AI (3) Optimization & Theory · Machine Learning (2) Computer Science (1) Deep Learning (1) Applications (1) Learning Types (1) Models (1) Optimization & Theory · Deep Learning (1)

Keywords

human-ai interaction (2) large language model (2) ai evaluation (2) foundation model (2) prompt engineering (2) zero-shot learning (2) agent behavior (1) multimodal model (1) instance feature (1) human-centered ai (1) research methodology (1) capability evaluation (1) benchmark analysis (1) ai benchmark (1) evaluation paradigm (1) capability-oriented evaluation (1) agent performance (1) cognitive extender (1) bidirectional cognitive adaptation (1) general-purpose system (1)

Papers

Paradigms of AI Evaluation: Mapping Goals, Methodologies and Culture IJCAI 2025 Your Prompt Is My Command: On Assessing the Human-Centred Generality of Multimodal Models (Abstract Reprint) AAAI 2024 How General-Purpose Is a Language Model? Usefulness and Safety with Human Prompters in the Wild AAAI 2022 Not a Number: Identifying Instance Features for Capability-Oriented Evaluation IJCAI 2022