Fabian Suchanek
9 papers · 2012–2024 · 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)
Top co-authors
Research topics
Natural Language Processing
(6)
Machine Learning
(5)
Core Methods
(4)
Resources & Methods
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Learning Types · Machine Learning
(3)
Applications
(2)
Architectures
(2)
Generation
(2)
Learning Types · Deep Learning
(2)
Computer Science
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Keywords
language model
(3)
natural language processing
(2)
natural language inference
(2)
data augmentation
(2)
contrastive learning
(2)
knowledge representation
(1)
semantic analysis
(1)
text representation
(1)
word order
(1)
knowledge graph
(1)
language model robustness
(1)
positional encoding
(1)
textual entailment
(1)
word embedding
(1)
transformer language model
(1)
sentence representation
(1)
symbolic representation
(1)
meaning representation
(1)
fallacy detection
(1)
annotated corpus
(1)
Papers
A Survey of Meaning Representations – From Theory to Practical Utility
NAACL 2024
Learning High-Quality and General-Purpose Phrase Representations
EACL 2024
MAFALDA: A Benchmark and Comprehensive Study of Fallacy Detection and Classification
NAACL 2024
PyClause - Simple and Efficient Rule Handling for Knowledge Graphs
IJCAI 2024
The Locality and Symmetry of Positional Encodings
EMNLP 2023
Imputing Out-of-Vocabulary Embeddings with LOVE Makes LanguageModels Robust with Little Cost
ACL 2022
LogiTorch: A PyTorch-based library for logical reasoning on natural language
EMNLP 2022
TINA: Textual Inference with Negation Augmentation
EMNLP 2022
PATTY: A Taxonomy of Relational Patterns with Semantic Types
EMNLP 2012