Ansgar Scherp
5 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
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Hot Topic Early Bird
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Research topics
Deep Learning
(4)
Natural Language Processing
(4)
Machine Learning
(3)
Applications · Natural Language Processing
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Architectures
(2)
Core AI
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Computer Science
(1)
Applications · Computer Science
(1)
Learning Paradigms
(1)
Resources & Methods
(1)
Keywords
transformer model
(2)
zero-shot learning
(1)
multi-task learning
(1)
domain generalization
(1)
text classification
(1)
embedding
(1)
hierarchical text classification
(1)
parameter sharing
(1)
word order
(1)
natural language
(1)
benchmark dataset
(1)
model generalization
(1)
text embedding
(1)
word embedding
(1)
multi-layer perceptron
(1)
programming language
(1)
code search
(1)
encoder architecture
(1)
large language model
(1)
graph neural network
(1)
Papers
HYDRA: A Multi-Head Encoder-only Architecture for Hierarchical Text Classification
EMNLP 2025
iN2V: Bringing Transductive Node Embeddings to Inductive Graphs
ICML 2025
GenCodeSearchNet: A Benchmark Test Suite for Evaluating Generalization in Programming Language Understanding
EMNLP 2023
Bag-of-Words vs. Graph vs. Sequence in Text Classification: Questioning the Necessity of Text-Graphs and the Surprising Strength of a Wide MLP
ACL 2022
CBOW Is Not All You Need: Combining CBOW with the Compositional Matrix Space Model
ICLR 2019