Roman Kern
8 papers · 2010–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Full
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(18)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Natural Language Processing
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Core Methods
(3)
Learning Types · Machine Learning
(3)
Applications
(2)
Learning Types · Deep Learning
(2)
Understanding
(2)
Knowledge & Reasoning
(1)
Application Areas
(1)
Architectures
(1)
Generation
(1)
Reasoning
(1)
Keywords
named entity recognition
(3)
large language model
(2)
domain adaptation
(1)
ensemble learning
(1)
causal reasoning
(1)
sequence labeling
(1)
relation extraction
(1)
question answering
(1)
text generation
(1)
joint learning
(1)
out-of-distribution generalization
(1)
knowledge graph
(1)
convolutional neural network
(1)
ensemble method
(1)
hallucination mitigation
(1)
watermark detection
(1)
ai-generated text detection
(1)
conditional random field
(1)
multilingual model
(1)
bert fine-tuning
(1)
Papers
Addressing Hallucination in Causal Q&A: The Efficacy of Fine-tuning over Prompting in LLMs
COLING 2025
Ensemble Watermarks for Large Language Models
ACL 2025
From In-Distribution to Out-of-Distribution: Joint Loss for Improving Generalization in Software Mention and Relation Extraction
ACL 2025
Impact of Training Instance Selection on Domain-Specific Entity Extraction using BERT
NAACL 2022
Know-Center at SemEval-2019 Task 5: Multilingual Hate Speech Detection on Twitter using CNNs
SemEval 2019
Know-Center at SemEval-2017 Task 10: Sequence Classification with the CODE Annotator
SemEval 2017
Know-Center at SemEval-2016 Task 5: Using Word Vectors with Typed Dependencies for Opinion Target Expression Extraction
SemEval 2016
KCDC: Word Sense Induction by Using Grammatical Dependencies and Sentence Phrase Structure
SemEval 2010