Thomas Kober
6 papers · 2016–2021 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (14) π£ Hot Topic Early Bird
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Research topics
Machine Learning
(4)
Natural Language Processing
(4)
Resources & Methods
(4)
Core Methods
(3)
Understanding
(2)
Computer Science
(1)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Learning Types Β· Machine Learning
(1)
Learning Types Β· Deep Learning
(1)
Optimization & Theory
(1)
Representation
(1)
Keywords
distributional semantics
(3)
semantic composition
(2)
embedding space
(1)
probabilistic inference
(1)
data augmentation
(1)
topic modeling
(1)
semantic analysis
(1)
text representation
(1)
data visualization
(1)
hierarchical dirichlet process
(1)
generative adversarial network
(1)
text embedding
(1)
distributed representation
(1)
interactive visualization
(1)
word embedding
(1)
sentence embedding
(1)
string kernel
(1)
distributional semantic model
(1)
neural embedding
(1)
verb classification
(1)
Papers
Data Augmentation for Hypernymy Detection
EACL 2021
Aspectuality Across Genre: A Distributional Semantics Approach
COLING 2020
Going Beyond T-SNE: Exposing whatlies in Text Embeddings
EMNLP 2020
Improving Semantic Composition with Offset Inference
ACL 2017
When a Red Herring in Not a Red Herring: Using Compositional Methods to Detect Non-Compositional Phrases
EACL 2017
Improving Sparse Word Representations with Distributional Inference for Semantic Composition
EMNLP 2016