Udo Kruschwitz
16 papers · 2012–2026 · 7 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (24) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
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Topic Evolution
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Prolific Year · Productive
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Unstoppable · Bronze
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The Questioner
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Century Club · Bronze
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Research topics
Natural Language Processing
(9)
Machine Learning
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Artificial Intelligence
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Learning Types · Machine Learning
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Deep Learning
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Understanding
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Core AI
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Learning Types · Deep Learning
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Interdisciplinary
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Bayesian & Probabilistic
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Keywords
text classification
(4)
large language model
(4)
coreference resolution
(3)
zero-shot learning
(2)
data augmentation
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transfer learning
(2)
annotation aggregation
(2)
aspect sentiment
(1)
toxicity detection
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probabilistic modeling
(1)
offensive language detection
(1)
text representation
(1)
low-rank adaptation
(1)
neural machine translation
(1)
generative model
(1)
prompt engineering
(1)
low-resource language
(1)
synthetic data
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class imbalance
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social media analysis
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Papers
nchellwig at SemEval-2026 Task 3: Self-Consistent Structured Generation (SCSG) for Dimensional Aspect-Based Sentiment Analysis using Large Language Models
SemEval 2026
Do we still need Human Annotators? Prompting Large Language Models for Aspect Sentiment Quad Prediction
ACL 2025
Analyzing Offensive Language and Hate Speech in Political Discourse: A Case Study of German Politicians
COLING 2024
Challenges in Pre-Training Graph Neural Networks for Context-Based Fake News Detection: An Evaluation of Current Strategies and Resource Limitations
COLING 2024
Empowering Users and Mitigating Harm: Leveraging Nudging Principles to Enhance Social Media Safety
COLING 2024
Investigating Neural Machine Translation for Low-Resource Languages: Using Bavarian as a Case Study
COLING 2024
LLM-Based Synthetic Datasets: Applications and Limitations in Toxicity Detection
COLING 2024
LLMs of Catan: Exploring Pragmatic Capabilities of Generative Chatbots Through Prediction and Classification of Dialogue Acts in Boardgames’ Multi-party Dialogues
COLING 2024
Aggregating Crowdsourced and Automatic Judgments to Scale Up a Corpus of Anaphoric Reference for Fiction and Wikipedia Texts
EACL 2023
MS@IW at SemEval-2022 Task 4: Patronising and Condescending Language Detection with Synthetically Generated Data
SemEval 2022
A Crowdsourced Corpus of Multiple Judgments and Disagreement on Anaphoric Interpretation
NAACL 2019
Crowdsourcing and Aggregating Nested Markable Annotations
ACL 2019
A Probabilistic Annotation Model for Crowdsourcing Coreference
EMNLP 2018
Phrase Detectives: Utilizing Collective Intelligence for Internet-Scale Language Resource Creation (Extended Abstract)
IJCAI 2015
Automatic Creation of Arabic Named Entity Annotated Corpus Using Wikipedia
EACL 2014
Finding the Right Supervisor: Expert-Finding in a University Domain
NAACL 2012