Bradley A. Malin
5 papers · 2024–2025 · 2 venues · across top CS/AI venues
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(20)
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The Questioner
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Research topics
Machine Learning
(4)
Natural Language Processing
(4)
Optimization & Theory
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Learning Types · Machine Learning
(3)
Models
(3)
Resources & Methods
(3)
Mathematics & Optimization
(1)
Applications
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Keywords
prompt optimization
(2)
hallucination detection
(2)
hallucination mitigation
(2)
large language model
(2)
prompt engineering
(1)
text generation
(1)
heuristic search
(1)
discrete optimization
(1)
divide and conquer
(1)
goodness-of-fit testing
(1)
vision-language model
(1)
retrieval-augmented generation
(1)
large vision-language model
(1)
reliability testing
(1)
goodness-of-fit test
(1)
knowledge retrieval
(1)
statistical guarantee
(1)
consistency evaluation
(1)
metaheuristic optimization
(1)
factuality verification
(1)
Papers
Heuristic-based Search Algorithm in Automatic Instruction-focused Prompt Optimization: A Survey
ACL 2025
SEE: Strategic Exploration and Exploitation for Cohesive In-Context Prompt Optimization
ACL 2025
Towards Statistical Factuality Guarantee for Large Vision-Language Models
EMNLP 2025
Divide-Conquer-Reasoning for Consistency Evaluation and Automatic Improvement of Large Language Models
EMNLP 2024
Do You Know What You Are Talking About? Characterizing Query-Knowledge Relevance For Reliable Retrieval Augmented Generation
EMNLP 2024