Michael A. Hedderich
23 papers · 2018–2026 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (50) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Dynamic Duo
(12)
🧬
Topic Evolution
⚡
Prolific Year · Productive
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Unstoppable · Bronze
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The Questioner
(5)
💎
Century Club · Bronze
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Trend Setter
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Keyword Collector
(107)
Top co-authors
Research topics
Artificial Intelligence
(17)
Machine Learning
(15)
Natural Language Processing
(15)
Core AI
(12)
Learning Types · Machine Learning
(11)
Resources & Methods
(10)
Deep Learning
(6)
Core Methods
(5)
Learning Paradigms
(5)
Learning Types · Deep Learning
(4)
Understanding
(4)
Application Areas
(3)
Architectures
(3)
Optimization & Theory
(3)
Applications
(2)
Keywords
named entity recognition
(5)
large language model
(5)
low-resource language
(4)
distant supervision
(4)
noise modeling
(3)
noisy label
(3)
linguistic knowledge
(2)
contextualized embedding
(2)
transfer learning
(2)
text representation
(2)
natural language processing
(2)
model adaptation
(2)
sentence-level probing
(2)
noisy label learning
(2)
low-resource learning
(2)
multilingual model
(2)
chain-of-thought reasoning
(1)
topic modeling
(1)
opinion mining
(1)
prompt engineering
(1)
Papers
A Comprehensive Evaluation of Multilingual Chain-of-Thought Reasoning: Performance, Consistency, and Faithfulness Across Languages
EACL 2026
AfriqueLLM: How Data Mixing and Model Architecture Impact Continued Pre-training for African Languages
ACL 2026
Evaluating Robustness of Large Language Models Against Multilingual Typographical Errors
ACL 2026
From Weights to Activations: Is Steering the Next Frontier of Adaptation?
ACL 2026
Persistent Personas? Role-Playing, Instruction Following, and Safety in Extended Interactions
EACL 2026
Charting the Landscape of African NLP: Mapping Progress and Shaping the Road Ahead
EMNLP 2025
Do We Know What LLMs Don’t Know? A Study of Consistency in Knowledge Probing
EMNLP 2025
MAKIEval: A Multilingual Automatic WiKidata-based Framework for Cultural Awareness Evaluation for LLMs
EMNLP 2025
Probing LLMs for Multilingual Discourse Generalization Through a Unified Label Set
ACL 2025
Semantic Component Analysis: Introducing Multi-Topic Distributions to Clustering-Based Topic Modeling
EMNLP 2025
What’s the Difference? Supporting Users in Identifying the Effects of Prompt and Model Changes Through Token Patterns
ACL 2025
The Potential and Challenges of Evaluating Attitudes, Opinions, and Values in Large Language Models
EMNLP 2024
Is BERT Robust to Label Noise? A Study on Learning with Noisy Labels in Text Classification
ACL 2022
Label-Descriptive Patterns and Their Application to Characterizing Classification Errors
ICML 2022
MCSE: Multimodal Contrastive Learning of Sentence Embeddings
NAACL 2022
Analysing the Noise Model Error for Realistic Noisy Label Data
AAAI 2021
A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios
NAACL 2021
On the Interplay Between Fine-tuning and Sentence-level Probing for Linguistic Knowledge in Pre-trained Transformers
EMNLP 2020
On the Interplay Between Fine-tuning and Sentence-Level Probing for Linguistic Knowledge in Pre-Trained Transformers
EMNLP 2020
Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on African Languages
EMNLP 2020
Feature-Dependent Confusion Matrices for Low-Resource NER Labeling with Noisy Labels
EMNLP 2019
Handling Noisy Labels for Robustly Learning from Self-Training Data for Low-Resource Sequence Labeling
NAACL 2019
Training a Neural Network in a Low-Resource Setting on Automatically Annotated Noisy Data
ACL 2018