Niklas Stoehr
21 papers · 2021–2025 · 7 venues · across top CS/AI venues
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Machine Learning
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(7)
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(5)
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(4)
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(2)
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language model
(4)
sentence classification
(3)
representation learning
(3)
text classification
(3)
ordinal regression
(3)
conflict analysis
(2)
document classification
(2)
transformer model
(2)
neural network
(2)
bayesian inference
(2)
event detection
(2)
protest event detection
(2)
event extraction
(2)
protest detection
(2)
prior knowledge
(2)
data augmentation
(1)
multilingual nlp
(1)
mathematical reasoning
(1)
graph classification
(1)
probabilistic modeling
(1)
Papers
Controllable Context Sensitivity and the Knob Behind It
ICLR 2025
Measuring scalar constructs in social science with LLMs
EMNLP 2025
Taxonomy-Aware Evaluation of Vision-Language Models
CVPR 2025
Activation Scaling for Steering and Interpreting Language Models
EMNLP 2024
Context versus Prior Knowledge in Language Models
ACL 2024
Unsupervised Contrast-Consistent Ranking with Language Models
EACL 2024
An Ordinal Latent Variable Model of Conflict Intensity
ACL 2023
Extracting Victim Counts from Text
EACL 2023
Generalizing Backpropagation for Gradient-Based Interpretability
ACL 2023
Rethinking the Event Coding Pipeline with Prompt Entailment
EACL 2023
Sentiment as an Ordinal Latent Variable
EACL 2023
The Ordered Matrix Dirichlet for State-Space Models
AISTATS 2023
World Models for Math Story Problems
ACL 2023
Extended Multilingual Protest News Detection - Shared Task 1, CASE 2021 and 2022
EMNLP 2022
The Architectural Bottleneck Principle
EMNLP 2022
Classifying Dyads for Militarized Conflict Analysis
EMNLP 2021
Discovering Black Lives Matter Events in the United States: Shared Task 3, CASE 2021
ACL 2021
SIGMORPHON 2021 Shared Task on Morphological Reinflection: Generalization Across Languages
ACL 2021
Team “DaDeFrNi” at CASE 2021 Task 1: Document and Sentence Classification for Protest Event Detection
ACL 2021
Team “NoConflict” at CASE 2021 Task 1: Pretraining for Sentence-Level Protest Event Detection
ACL 2021
What About the Precedent: An Information-Theoretic Analysis of Common Law
NAACL 2021