Niklas Stoehr
25 papers · 2021–2025 · 8 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (10) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (8) 🌈 Renaissance Researcher (8)
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Conference Polyglot
(8)
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(8)
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(58)
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(13)
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(12)
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(3)
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Keyword Collector
(116)
Conferences
ACL (8)
EMNLP (5)
EACL (4)
IJCNLP (4)
AISTATS (1)
CVPR (1)
ICLR (1)
NAACL (1)
Top co-authors
Keywords
text classification
(6)
language model
(4)
event detection
(4)
protest detection
(3)
ordinal regression
(3)
transformer model
(3)
protest event detection
(3)
sentence classification
(3)
neural network
(2)
representation learning
(2)
typological diversity
(2)
bayesian inference
(2)
conflict analysis
(2)
morphological reinflection
(2)
social media analysis
(2)
transfer learning
(2)
document classification
(2)
information extraction
(2)
event extraction
(2)
multilingual classification
(2)
Papers
Measuring scalar constructs in social science with LLMs
EMNLP 2025
Taxonomy-Aware Evaluation of Vision-Language Models
CVPR 2025
Controllable Context Sensitivity and the Knob Behind It
ICLR 2025
Context versus Prior Knowledge in Language Models
ACL 2024
Unsupervised Contrast-Consistent Ranking with Language Models
EACL 2024
Activation Scaling for Steering and Interpreting Language Models
EMNLP 2024
Rethinking the Event Coding Pipeline with Prompt Entailment
EACL 2023
An Ordinal Latent Variable Model of Conflict Intensity
ACL 2023
Generalizing Backpropagation for Gradient-Based Interpretability
ACL 2023
World Models for Math Story Problems
ACL 2023
The Ordered Matrix Dirichlet for State-Space Models
AISTATS 2023
Sentiment as an Ordinal Latent Variable
EACL 2023
Extracting Victim Counts from Text
EACL 2023
Extended Multilingual Protest News Detection - Shared Task 1, CASE 2021 and 2022
EMNLP 2022
The Architectural Bottleneck Principle
EMNLP 2022
What About the Precedent: An Information-Theoretic Analysis of Common Law
NAACL 2021
Team “DaDeFrNi” at CASE 2021 Task 1: Document and Sentence Classification for Protest Event Detection
ACL 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
Classifying Dyads for Militarized Conflict Analysis
EMNLP 2021
Team “NoConflict” at CASE 2021 Task 1: Pretraining for Sentence-Level Protest Event Detection
IJCNLP 2021
Team “DaDeFrNi” at CASE 2021 Task 1: Document and Sentence Classification for Protest Event Detection
IJCNLP 2021
Discovering Black Lives Matter Events in the United States: Shared Task 3, CASE 2021
IJCNLP 2021
SIGMORPHON 2021 Shared Task on Morphological Reinflection: Generalization Across Languages
IJCNLP 2021
Team “NoConflict” at CASE 2021 Task 1: Pretraining for Sentence-Level Protest Event Detection
ACL 2021