Robert Mercer
5 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Gold
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Taxonomy Completionist
(21)
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(4)
Artificial Intelligence
(3)
Natural Language Processing
(3)
Core AI
(3)
Healthcare & Medicine
(2)
Applications
(2)
Clinical
(2)
Computer Vision
(1)
Deep Learning
(1)
Application Areas
(1)
Architectures
(1)
Domain-Specific
(1)
Learning Types
(1)
Optimization & Theory
(1)
Keywords
multi-label classification
(2)
contrastive learning
(1)
embedding space
(1)
text classification
(1)
hierarchical classification
(1)
information retrieval
(1)
language modeling
(1)
safety alignment
(1)
hierarchical representation
(1)
document classification
(1)
label hierarchy
(1)
label ranking
(1)
hierarchical structure
(1)
graph attention network
(1)
biomedical text
(1)
trustworthy ai
(1)
layer norm
(1)
knowledge integration
(1)
biomedical text mining
(1)
medical question answering
(1)
Papers
Trustworthy Medical Question Answering: An Evaluation-Centric Survey
EMNLP 2025
Anisotropy is Not Inherent to Transformers
NAACL 2024
Graph-tree Fusion Model with Bidirectional Information Propagation for Long Document Classification
EMNLP 2024
Multi-stage Retrieve and Re-rank Model for Automatic Medical Coding Recommendation
NAACL 2024
KenMeSH: Knowledge-enhanced End-to-end Biomedical Text Labelling
ACL 2022