Elizabeth Polgreen

4 papers · 2024–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

AAAI (2) ACL (1) NeurIPS (1)

Top co-authors

Federico Mora (2) Yixuan Li (2) Sanjit A. Seshia (1) Vaishak Belle (1) Joseph E Gonzalez (1) Lewis Frampton (1) Julian Parsert (1) Weizhi Tang (1) Karim Elmaaroufi (1) Justin Wong (1)

Research topics

Machine Learning (4) Artificial Intelligence (3) Natural Language Processing (2) Core AI (2) Generation (2) Optimization & Theory (2) Reinforcement Learning (1) Application Areas (1) Learning Paradigms (1) Learning Types (1) Methods (1) Resources & Methods (1)

Keywords

large language model (2) program synthesis (2) online learning (1) natural language processing (1) text generation (1) code generation (1) automated reasoning (1) formal verification (1) monte carlo tree search (1) multi-armed bandit (1) prompt selection (1) genetic algorithm (1) syntax-guided synthesis (1) low-resource programming language (1) grammar generation (1) compiler repair (1) reinforcement learning (1) synthetic programming elicitation (1) few-shot learning (1)

Papers

HyGenar: An LLM-Driven Hybrid Genetic Algorithm for Few-Shot Grammar Generation ACL 2025 Online Prompt Selection for Program Synthesis AAAI 2025 Reinforcement Learning and Data-Generation for Syntax-Guided Synthesis AAAI 2024 Synthetic Programming Elicitation for Text-to-Code in Very Low-Resource Programming and Formal Languages NeurIPS 2024