Andreas Rücklé
12 papers · 2017–2021 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (32) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🌟 Keyword Trendsetter Combo (3)
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The Questioner
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Century Club · Bronze
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Research topics
Machine Learning
(9)
Natural Language Processing
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Learning Types · Machine Learning
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Artificial Intelligence
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Deep Learning
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Application Areas
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Applications
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Learning Paradigms
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Resources & Methods
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Learning Types · Deep Learning
(3)
Techniques
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Core AI
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Optimization & Theory · Deep Learning
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Core Methods
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Optimization & Theory · Machine Learning
(1)
Keywords
multi-task learning
(3)
question answering
(3)
community question answering
(3)
transfer learning
(3)
adversarial training
(2)
parameter efficient
(2)
adapter module
(2)
sentence embedding
(2)
answer selection
(2)
self-supervised learning
(1)
model evaluation
(1)
domain adaptation
(1)
evaluation methodology
(1)
natural language understanding
(1)
few-shot learning
(1)
text matching
(1)
cross-lingual transfer
(1)
adversarial domain adaptation
(1)
annotation projection
(1)
weak supervision
(1)
Papers
AdapterDrop: On the Efficiency of Adapters in Transformers
EMNLP 2021
AdapterFusion: Non-Destructive Task Composition for Transfer Learning
EACL 2021
What to Pre-Train on? Efficient Intermediate Task Selection
EMNLP 2021
AdapterHub: A Framework for Adapting Transformers
EMNLP 2020
Improving QA Generalization by Concurrent Modeling of Multiple Biases
EMNLP 2020
MultiCQA: Zero-Shot Transfer of Self-Supervised Text Matching Models on a Massive Scale
EMNLP 2020
COALA: A Neural Coverage-Based Approach for Long Answer Selection with Small Data
AAAI 2019
Neural Duplicate Question Detection without Labeled Training Data
EMNLP 2019
Pitfalls in the Evaluation of Sentence Embeddings
ACL 2019
Text Processing Like Humans Do: Visually Attacking and Shielding NLP Systems
NAACL 2019
PD3: Better Low-Resource Cross-Lingual Transfer By Combining Direct Transfer and Annotation Projection
EMNLP 2018
End-to-End Non-Factoid Question Answering with an Interactive Visualization of Neural Attention Weights
ACL 2017