Ken Barker
7 papers · 2010–2024 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🏃
Academic Marathon · Half
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(19)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Learning Paradigms
(5)
Machine Learning
(4)
Natural Language Processing
(4)
Applications
(4)
Core AI
(4)
Learning Types · Machine Learning
(2)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Reasoning
(1)
Representation
(1)
Resources & Methods
(1)
Keywords
text classification
(4)
few-shot learning
(2)
transfer learning
(1)
information extraction
(1)
unsupervised pretraining
(1)
symbolic reasoning
(1)
multilingual nlp
(1)
knowledge graph
(1)
zero-shot classification
(1)
knowledge representation
(1)
token classification
(1)
document classification
(1)
supervised classification
(1)
event detection
(1)
event forecasting
(1)
natural language inference
(1)
language model
(1)
electronic health record
(1)
natural language processing
(1)
zero-shot learning
(1)
Papers
CHRONOS: A Schema-Based Event Understanding and Prediction System
AAAI 2024
Knowledge-Based News Event Analysis and Forecasting Toolkit
IJCAI 2022
IBM MNLP IE at CASE 2021 Task 1: Multigranular and Multilingual Event Detection on Protest News
ACL 2021
IBM MNLP IE at CASE 2021 Task 2: NLI Reranking for Zero-Shot Text Classification
ACL 2021
Combining Unsupervised Pre-training and Annotator Rationales to Improve Low-shot Text Classification
EMNLP 2019
Leveraging Medical Literature for Section Prediction in Electronic Health Records
EMNLP 2019
Improving the Quality of Text Understanding by Delaying Ambiguity Resolution
COLING 2010