Ansgar Scherp
5 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (6) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
EMNLP (2)
ACL (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
transformer model
(2)
zero-shot learning
(1)
multi-task learning
(1)
domain generalization
(1)
text classification
(1)
hierarchical text classification
(1)
parameter sharing
(1)
natural language
(1)
benchmark dataset
(1)
model generalization
(1)
multi-layer perceptron
(1)
programming language
(1)
code search
(1)
encoder architecture
(1)
large language model
(1)
graph neural network
(1)
encoder-only architecture
(1)
representation learning
(1)
programming language understanding
(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