James Bradley Wendt
5 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(13)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Natural Language Processing
(4)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Application Areas
(2)
Domain-Specific
(2)
Generation
(2)
Deep Learning
(1)
Applications
(1)
Core AI
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Resources & Methods
(1)
Keywords
large language model
(2)
representation learning
(1)
in-context learning
(1)
information extraction
(1)
document understanding
(1)
text summarization
(1)
incremental learning
(1)
token efficiency
(1)
uncertainty sampling
(1)
selective labeling
(1)
language model
(1)
retrieval-augmented generation
(1)
long context
(1)
key-value cache
(1)
structured representation
(1)
data labeling
(1)
knowledge update
(1)
document extraction
(1)
visual document
(1)
synthetic benchmark
(1)
Papers
PRISM: Efficient Long-Range Reasoning With Short-Context LLMs
EMNLP 2025
SUMIE: A Synthetic Benchmark for Incremental Entity Summarization
COLING 2025
Enhancing Incremental Summarization with Structured Representations
EMNLP 2024
Selective Labeling: How to Radically Lower Data-Labeling Costs for Document Extraction Models
EMNLP 2023
Representation Learning for Information Extraction from Form-like Documents
ACL 2020