Graham Horwood
6 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(24)
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Natural Language Processing
(4)
Core AI
(4)
Deep Learning
(3)
Application Areas
(3)
Learning Types · Deep Learning
(3)
Learning Types · Machine Learning
(3)
Applications
(2)
Learning Paradigms
(2)
Models
(2)
Resources & Methods
(2)
Computer Vision
(1)
Architectures
(1)
Core Methods
(1)
Keywords
large language model
(2)
synthetic data generation
(2)
contrastive learning
(2)
document understanding
(1)
coreference resolution
(1)
document classification
(1)
event coreference
(1)
subset selection
(1)
language model
(1)
continual pre-training
(1)
pretraining corpus
(1)
zero-shot classification
(1)
semi-structured document
(1)
agent system
(1)
contrastive representation learning
(1)
event extraction
(1)
entity resolution
(1)
benchmark contamination
(1)
entity mention
(1)
key information extraction
(1)
Papers
SPENCE: A Syntactic Probe for Detecting Contamination in NL2SQL Benchmarks
ACL 2026
Active Evaluation Acquisition for Efficient LLM Benchmarking
ICML 2025
FlexDoc: Parameterized Sampling for Diverse Multilingual Synthetic Documents for Training Document Understanding Models
EMNLP 2025
MetaSynth: Meta-Prompting-Driven Agentic Scaffolds for Diverse Synthetic Data Generation
ACL 2025
Contrastive Training Improves Zero-Shot Classification of Semi-structured Documents
ACL 2023
Contrastive Representation Learning for Cross-Document Coreference Resolution of Events and Entities
NAACL 2022