Bradley A. Malin
5 papers · 2024–2025 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Interdisciplinary Bridge π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (20) π Cross-Pollinator (8)
π
Renaissance Researcher
(5)
β
The Questioner
Conferences
EMNLP (3)
ACL (2)
Top co-authors
Keywords
prompt optimization
(2)
hallucination detection
(2)
hallucination mitigation
(2)
large language model
(2)
question answering
(1)
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)
Papers
SEE: Strategic Exploration and Exploitation for Cohesive In-Context Prompt Optimization
ACL 2025
Heuristic-based Search Algorithm in Automatic Instruction-focused Prompt Optimization: A Survey
ACL 2025
Towards Statistical Factuality Guarantee for Large Vision-Language Models
EMNLP 2025
Do You Know What You Are Talking About? Characterizing Query-Knowledge Relevance For Reliable Retrieval Augmented Generation
EMNLP 2024
Divide-Conquer-Reasoning for Consistency Evaluation and Automatic Improvement of Large Language Models
EMNLP 2024