Bernhard Kratzwald
7 papers · 2018–2022 · 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 · Bronze
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Taxonomy Completionist
(16)
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Hot Topic Early Bird
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Unstoppable · Bronze
Venues
Top co-authors
Research topics
Natural Language Processing
(5)
Applications · Natural Language Processing
(5)
Deep Learning
(3)
Machine Learning
(3)
Application Areas
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Applications · Data Science & Analytics
(1)
Architectures
(1)
Core Methods
(1)
Learning Paradigms
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
question answering
(6)
contrastive learning
(2)
domain adaptation
(2)
semi-supervised learning
(1)
few-shot learning
(1)
interactive learning
(1)
self-supervised learning
(1)
attention mechanism
(1)
passage retrieval
(1)
sample complexity
(1)
question generation
(1)
document retrieval
(1)
machine reading comprehension
(1)
knowledge base completion
(1)
recurrent neural network
(1)
theoretical bound
(1)
contrastive adaptation
(1)
graph problem
(1)
cost reduction
(1)
answer reranking
(1)
Papers
QA Domain Adaptation using Hidden Space Augmentation and Self-Supervised Contrastive Adaptation
EMNLP 2022
Contrastive Domain Adaptation for Question Answering using Limited Text Corpora
EMNLP 2021
IntKB: A Verifiable Interactive Framework for Knowledge Base Completion
COLING 2020
Learning a Cost-Effective Annotation Policy for Question Answering
EMNLP 2020
Sample Complexity Bounds for RNNs with Application to Combinatorial Graph Problems (Student Abstract)
AAAI 2020
RankQA: Neural Question Answering with Answer Re-Ranking
ACL 2019
Adaptive Document Retrieval for Deep Question Answering
EMNLP 2018