Andreas Stephan
12 papers · 2021–2026 · 4 conferences · across top CS/AI conferences
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Conferences
ACL (6)
EACL (3)
EMNLP (2)
IJCNLP (1)
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Keywords
weakly supervised learning
(3)
label noise
(3)
heuristic rule
(2)
modular framework
(2)
deep learning model
(2)
weak supervision
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image clustering
(2)
mathematical reasoning
(1)
visual question answering
(1)
natural language processing
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hierarchical clustering
(1)
instruction following
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educational resources
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deep learning
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image captioning
(1)
density estimation
(1)
human judgment
(1)
model evaluation
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knowledge graph embedding
(1)
text classification
(1)
Papers
Stay Focused: Problem Drift in Multi-Agent Debate
EACL 2026
From Calculation to Adjudication: Examining LLM Judges on Mathematical Reasoning Tasks
ACL 2025
Collaborative Development of Modular Open Source Educational Resources for Natural Language Processing
ACL 2024
Counterfactual Reasoning with Knowledge Graph Embeddings
EACL 2024
Text-Guided Alternative Image Clustering
ACL 2024
Text-Guided Image Clustering
EACL 2024
Seeing through the mess: evolutionary dynamics of lexical polysemy
EMNLP 2023
Weaker Than You Think: A Critical Look at Weakly Supervised Learning
ACL 2023
WeaNFβ:" Weak Supervision with Normalizing Flows
ACL 2022
SepLL: Separating Latent Class Labels from Weak Supervision Noise
EMNLP 2022
Knodle: Modular Weakly Supervised Learning with PyTorch
ACL 2021
Knodle: Modular Weakly Supervised Learning with PyTorch
IJCNLP 2021