Jennifer Healey
8 papers · 2019–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (22) 🧬 Topic Evolution
🌈
Renaissance Researcher
(6)
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Core AI
(4)
Natural Language Processing
(3)
Data Science & Analytics
(2)
Machine Learning
(2)
Mathematics & Optimization
(2)
Applications · Data Science & Analytics
(2)
Learning Types
(2)
Optimization
(2)
Optimization & Theory
(2)
Computer Science
(1)
Deep Learning
(1)
Reinforcement Learning
(1)
Applications · Reinforcement Learning
(1)
Applications · Computer Science
(1)
Keywords
language model
(2)
few-shot learning
(1)
optimistic planning
(1)
preference learning
(1)
question answering
(1)
information retrieval
(1)
multimodal learning
(1)
text summarization
(1)
question generation
(1)
value function
(1)
preference elicitation
(1)
determinantal point process
(1)
influence maximization
(1)
discounted reward
(1)
online learning
(1)
multi-armed bandit
(1)
regret bound
(1)
combinatorial optimization
(1)
semi-bandit feedback
(1)
submodular optimization
(1)
Papers
LinkNav: Surfacing Interconnected Information in Scientific Articles
ACL 2026
A Flash in the Pan: Better Prompting Strategies to Deploy Out-of-the-Box LLMs as Conversational Recommendation Systems
COLING 2025
Principled Content Selection to Generate Diverse and Personalized Multi-Document Summaries
ACL 2025
Automatic Layout Planning for Visually-Rich Documents with Instruction-Following Models
ACL 2024
TextLap: Customizing Language Models for Text-to-Layout Planning
EMNLP 2024
“It doesn’t look good for a date”: Transforming Critiques into Preferences for Conversational Recommendation Systems
EMNLP 2021
Budgeted Online Influence Maximization
ICML 2020
Scale-free adaptive planning for deterministic dynamics & discounted rewards
ICML 2019