Harrisen Scells
4 papers · 2021–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(14)
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Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(2)
Deep Learning
(2)
Knowledge & Reasoning
(2)
Natural Language Processing
(2)
Applications · Natural Language Processing
(2)
Learning Types · Machine Learning
(2)
Representation
(2)
Computer Science
(1)
Mathematics & Optimization
(1)
Applications · Computer Science
(1)
Core AI
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Keywords
information retrieval
(2)
knowledge graph
(2)
entity alignment
(2)
uncertainty sampling
(1)
knowledge graph embedding
(1)
semantic embedding
(1)
systematic review
(1)
query generation
(1)
query variation
(1)
large language model
(1)
transformer model
(1)
query robustness
(1)
neural network
(1)
neural network alignment
(1)
boolean query
(1)
neural entity alignment
(1)
compatibility modeling
(1)
active learning
(1)
cross-graph alignment
(1)
reinforcement learning
(1)
Papers
AutoBool: Reinforcement-Learned LLM for Effective Automatic Systematic Reviews Boolean Query Generation
EACL 2026
Revisiting Query Variation Robustness of Transformer Models
EMNLP 2024
Guiding Neural Entity Alignment with Compatibility
EMNLP 2022
ActiveEA: Active Learning for Neural Entity Alignment
EMNLP 2021