← Authors

Michael A. Hedderich

21 papers · 2018–2026 · 7 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (4) 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (49) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (6) πŸƒ Academic Marathon (7) 🌈 Renaissance Researcher (5) 🀝 Dynamic Duo (13) 🧬 Topic Evolution πŸ’Ž Century Club (19) ❓ The Questioner (3) ⚑ Prolific Year (6) πŸ—ƒοΈ Keyword Collector (97) πŸ”₯ Unstoppable (5)

Conferences

EMNLP (9) ACL (4) NAACL (3) EACL (2) AAAI (1) ICML (1) IJCNLP (1)

Top co-authors

Dietrich Klakow (13) Barbara Plank (4) Raoyuan Zhao (4) Florian Eichin (3) Lukas Lange (3) David Ifeoluwa Adelani (3) Hinrich Schuetze (3) Marius Mosbach (3) Dawei Zhu (3) Ali Modarressi (2)

Keywords

named entity recognition (6) distant supervision (4) noisy label (4) large language model (4) noise modeling (3) low-resource language (3) sentence-level probing (2) transfer learning (2) contextualized embedding (2) text representation (2) natural language processing (2) multilingual model (2) confusion matrix (2) noisy label learning (2) low-resource learning (2) low-resource setting (2) linguistic knowledge (2) chain-of-thought reasoning (1) topic modeling (1) opinion mining (1)

Papers

A Comprehensive Evaluation of Multilingual Chain-of-Thought Reasoning: Performance, Consistency, and Faithfulness Across Languages EACL 2026
Persistent Personas? Role-Playing, Instruction Following, and Safety in Extended Interactions EACL 2026
What’s the Difference? Supporting Users in Identifying the Effects of Prompt and Model Changes Through Token Patterns ACL 2025
Charting the Landscape of African NLP: Mapping Progress and Shaping the Road Ahead 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
MAKIEval: A Multilingual Automatic WiKidata-based Framework for Cultural Awareness Evaluation for LLMs EMNLP 2025
Do We Know What LLMs Don’t Know? A Study of Consistency in Knowledge Probing EMNLP 2025
The Potential and Challenges of Evaluating Attitudes, Opinions, and Values in Large Language Models EMNLP 2024
Label-Descriptive Patterns and Their Application to Characterizing Classification Errors ICML 2022
MCSE: Multimodal Contrastive Learning of Sentence Embeddings NAACL 2022
Is BERT Robust to Label Noise? A Study on Learning with Noisy Labels in Text Classification ACL 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
Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on African Languages EMNLP 2020
On the Interplay Between Fine-tuning and Sentence-Level Probing for Linguistic Knowledge in Pre-Trained Transformers EMNLP 2020
Feature-Dependent Confusion Matrices for Low-Resource NER Labeling with Noisy Labels EMNLP 2019
Feature-Dependent Confusion Matrices for Low-Resource NER Labeling with Noisy Labels IJCNLP 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