Michael A. Hedderich

68 papers A* 6A 2B 1Misc 1Journal 38Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	A Comprehensive Evaluation of Multilingual Chain-of-Thought Reasoning: Performance, Consistency, and Faithfulness Across Languages. EACL (Findings) Raoyuan Zhao, Yihong Liu, Hinrich Schütze, Michael A. Hedderich
2026	J	`jnl`	AfriqueLLM: How Data Mixing and Model Architecture Impact Continued Pre-training for African Languages. CoRR Hao Yu, Tianyi Xu, Michael A. Hedderich, Wassim Hamidouche, Syed Waqas Zamir, David Ifeoluwa Adelani
2026	J	`jnl`	Large Reasoning Models Are (Not Yet) Multilingual Latent Reasoners. CoRR Yihong Liu, Raoyuan Zhao, Hinrich Schütze, Michael A. Hedderich
2026	J	`jnl`	Linear Script Representations in Speech Foundation Models Enable Zero-Shot Transliteration. CoRR Ryan Soh-Eun Shim, Kwanghee Choi, Kalvin Chang, Ming-Hao Hsu, Florian Eichin, Zhizheng Wu, Alane Suhr, Michael A. Hedderich, David Harwath, David R. Mortensen, Barbara Plank
2026	—	`conf`	Persistent Personas? Role-Playing, Instruction Following, and Safety in Extended Interactions. EACL (Volume 1: Long Papers) Pedro Henrique Luz de Araujo, Michael A. Hedderich, Ali Modarressi, Hinrich Schütze, Benjamin Roth
2026	J	`jnl`	ToMigo: Interpretable Design Concept Graphs for Aligning Generative AI with Creative Intent. CoRR Lena Hegemann, Xinyi Wen, Michael A. Hedderich, Tarmo Nurmi, Hariharan Subramonyam
2025	J	`jnl`	A Comprehensive Evaluation of Multilingual Chain-of-Thought Reasoning: Performance, Consistency, and Faithfulness Across Languages. CoRR Raoyuan Zhao, Yihong Liu, Hinrich Schütze, Michael A. Hedderich
2025	A*	`conf`	Charting the Landscape of African NLP: Mapping Progress and Shaping the Road Ahead. EMNLP Jesujoba Oluwadara Alabi, Michael A. Hedderich, David Ifeoluwa Adelani, Dietrich Klakow
2025	J	`jnl`	Charting the Landscape of African NLP: Mapping Progress and Shaping the Road Ahead. CoRR Jesujoba O. Alabi, Michael A. Hedderich, David Ifeoluwa Adelani, Dietrich Klakow
2025	—	`conf`	Do We Know What LLMs Don't Know? A Study of Consistency in Knowledge Probing. EMNLP (Findings) Raoyuan Zhao, Abdullatif Köksal, Ali Modarressi, Michael A. Hedderich, Hinrich Schütze
2025	J	`jnl`	Do We Know What LLMs Don't Know? A Study of Consistency in Knowledge Probing. CoRR Raoyuan Zhao, Abdullatif Köksal, Ali Modarressi, Michael A. Hedderich, Hinrich Schütze
2025	J	`jnl`	Evaluating Robustness of Large Language Models Against Multilingual Typographical Errors. CoRR Yihong Liu, Raoyuan Zhao, Lena Altinger, Hinrich Schütze, Michael A. Hedderich
2025	J	`jnl`	Explaining crowdworker behaviour through computational rationality. Behav. Inf. Technol. Michael A. Hedderich, Antti Oulasvirta
2025	J	`jnl`	Facilitating Asynchronous Idea Generation and Selection with Chatbots. CoRR Joongi Shin, Ankit Khatri, Michael A. Hedderich, Andrés Lucero, Antti Oulasvirta
2025	J	`jnl`	Grokking ExPLAIND: Unifying Model, Data, and Training Attribution to Study Model Behavior. CoRR Florian Eichin, Yupei Du, Philipp Mondorf, Barbara Plank, Michael A. Hedderich
2025	J	`jnl`	Human Uncertainty-Aware Data Selection and Automatic Labeling in Visual Question Answering. CoRR Jian Lan, Zhicheng Liu, Udo Schlegel, Raoyuan Zhao, Yihong Liu, Hinrich Schütze, Michael A. Hedderich, Thomas Seidl
2025	—	`conf`	MAKIEval: A Multilingual Automatic WiKidata-based Framework for Cultural Awareness Evaluation for LLMs. EMNLP (Findings) Raoyuan Zhao, Beiduo Chen, Barbara Plank, Michael A. Hedderich
2025	J	`jnl`	MAKIEval: A Multilingual Automatic WiKidata-based Framework for Cultural Awareness Evaluation for LLMs. CoRR Raoyuan Zhao, Beiduo Chen, Barbara Plank, Michael A. Hedderich
2025	J	`jnl`	Persistent Personas? Role-Playing, Instruction Following, and Safety in Extended Interactions. CoRR Pedro Henrique Luz de Araujo, Michael A. Hedderich, Ali Modarressi, Hinrich Schütze, Benjamin Roth
2025	—	`conf`	Probing LLMs for Multilingual Discourse Generalization Through a Unified Label Set. ACL (1) Florian Eichin, Yang Janet Liu, Barbara Plank, Michael A. Hedderich
2025	J	`jnl`	Probing LLMs for Multilingual Discourse Generalization Through a Unified Label Set. CoRR Florian Eichin, Yang Janet Liu, Barbara Plank, Michael A. Hedderich
2025	—	`conf`	Semantic Component Analysis: Introducing Multi-Topic Distributions to Clustering-Based Topic Modeling. EMNLP (Findings) Florian Eichin, Carolin M. Schuster, Georg Groh, Michael A. Hedderich
2025	—	`conf`	What's the Difference? Supporting Users in Identifying the Effects of Prompt and Model Changes Through Token Patterns. ACL (1) Michael A. Hedderich, Anyi Wang, Raoyuan Zhao, Florian Eichin, Jonas Fischer, Barbara Plank
2025	J	`jnl`	What's the Difference? Supporting Users in Identifying the Effects of Prompt and Model Changes Through Token Patterns. CoRR Michael A. Hedderich, Anyi Wang, Raoyuan Zhao, Florian Eichin, Barbara Plank
2024	A*	`conf`	A Piece of Theatre: Investigating How Teachers Design LLM Chatbots to Assist Adolescent Cyberbullying Education. CHI Michael A. Hedderich, Natalie N. Bazarova, Wenting Zou, Ryun Shim, Xinda Ma, Qian Yang
2024	J	`jnl`	A Piece of Theatre: Investigating How Teachers Design LLM Chatbots to Assist Adolescent Cyberbullying Education. CoRR Michael A. Hedderich, Natalie N. Bazarova, Wenting Zou, Ryun Shim, Xinda Ma, Qian Yang
2024	Misc	`conf`	Facilitating Asynchronous Idea Generation and Selection with Chatbots. OZCHI Joongi Shin, Ankit Khatri, Michael A. Hedderich, Andrés Lucero, Antti Oulasvirta
2024	J	`jnl`	Semantic Component Analysis: Discovering Patterns in Short Texts Beyond Topics. CoRR Florian Eichin, Carolin M. Schuster, Georg Groh, Michael A. Hedderich
2024	—	`conf`	The Potential and Challenges of Evaluating Attitudes, Opinions, and Values in Large Language Models. EMNLP (Findings) Bolei Ma, Xinpeng Wang, Tiancheng Hu, Anna-Carolina Haensch, Michael A. Hedderich, Barbara Plank, Frauke Kreuter
2024	J	`jnl`	The Potential and Challenges of Evaluating Attitudes, Opinions, and Values in Large Language Models. CoRR Bolei Ma, Xinpeng Wang, Tiancheng Hu, Anna-Carolina Haensch, Michael A. Hedderich, Barbara Plank, Frauke Kreuter
2024	A	`conf`	Understanding Human-AI Workflows for Generating Personas. Conference on Designing Interactive Systems Joongi Shin, Michael A. Hedderich, Bartlomiej Jakub Rey, Andrés Lucero, Antti Oulasvirta
2024	J	`jnl`	Understanding When Tree of Thoughts Succeeds: Larger Models Excel in Generation, Not Discrimination. CoRR Qiqi Chen, Xinpeng Wang, Philipp Mondorf, Michael A. Hedderich, Barbara Plank
2023	A	`conf`	Meta Self-Refinement for Robust Learning with Weak Supervision. EACL Dawei Zhu, Xiaoyu Shen, Michael A. Hedderich, Dietrich Klakow
2023	J	`jnl`	SparseIMU: Computational Design of Sparse IMU Layouts for Sensing Fine-grained Finger Microgestures. ACM Trans. Comput. Hum. Interact. Adwait Sharma, Christina Salchow-Hömmen, Vimal Suresh Mollyn, Aditya Shekhar Nittala, Michael A. Hedderich, Marion Koelle, Thomas Seel, Jürgen Steimle
2023	J	`jnl`	Understanding and Mitigating Classification Errors Through Interpretable Token Patterns. CoRR Michael A. Hedderich, Jonas Fischer, Dietrich Klakow, Jilles Vreeken
2022	A*	`conf`	Chatbots Facilitating Consensus-Building in Asynchronous Co-Design. UIST Joongi Shin, Michael A. Hedderich, Andrés Lucero, Antti Oulasvirta
2022	—	`conf`	Is BERT Robust to Label Noise? A Study on Learning with Noisy Labels in Text Classification. Insights@ACL Dawei Zhu, Michael A. Hedderich, Fangzhou Zhai, David Ifeoluwa Adelani, Dietrich Klakow
2022	J	`jnl`	Is BERT Robust to Label Noise? A Study on Learning with Noisy Labels in Text Classification. CoRR Dawei Zhu, Michael A. Hedderich, Fangzhou Zhai, David Ifeoluwa Adelani, Dietrich Klakow
2022	A*	`conf`	Label-Descriptive Patterns and Their Application to Characterizing Classification Errors. ICML Michael A. Hedderich, Jonas Fischer, Dietrich Klakow, Jilles Vreeken
2022	—	`conf`	MCSE: Multimodal Contrastive Learning of Sentence Embeddings. NAACL-HLT Miaoran Zhang, Marius Mosbach, David Ifeoluwa Adelani, Michael A. Hedderich, Dietrich Klakow
2022	J	`jnl`	MCSE: Multimodal Contrastive Learning of Sentence Embeddings. CoRR Miaoran Zhang, Marius Mosbach, David Ifeoluwa Adelani, Michael A. Hedderich, Dietrich Klakow
2022	J	`jnl`	Meta Self-Refinement for Robust Learning with Weak Supervision. CoRR Dawei Zhu, Xiaoyu Shen, Michael A. Hedderich, Dietrich Klakow
2022	J	`jnl`	Task-Adaptive Pre-Training for Boosting Learning With Noisy Labels: A Study on Text Classification for African Languages. CoRR Dawei Zhu, Michael A. Hedderich, Fangzhou Zhai, David Ifeoluwa Adelani, Dietrich Klakow
2022	—	`—`	Weak supervision and label noise handling for Natural language processing in low-resource scenarios. Michael A. Hedderich
2021	—	`conf`	A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios. NAACL-HLT Michael A. Hedderich, Lukas Lange, Heike Adel, Jannik Strötgen, Dietrich Klakow
2021	J	`jnl`	ANEA: Distant Supervision for Low-Resource Named Entity Recognition. CoRR Michael A. Hedderich, Lukas Lange, Dietrich Klakow
2021	A*	`conf`	Analysing the Noise Model Error for Realistic Noisy Label Data. AAAI Michael A. Hedderich, Dawei Zhu, Dietrich Klakow
2021	J	`jnl`	Analysing the Noise Model Error for Realistic Noisy Label Data. CoRR Michael A. Hedderich, Dawei Zhu, Dietrich Klakow
2021	B	`conf`	Estimating Formulas for Model Performance Under Noisy Labels Using Symbolic Regression. ESANN Fech Scen Khoo, Dawei Zhu, Michael A. Hedderich, Dietrich Klakow
2021	J	`jnl`	Label-Descriptive Patterns and their Application to Characterizing Classification Errors. CoRR Michael A. Hedderich, Jonas Fischer, Dietrich Klakow, Jilles Vreeken
2021	J	`jnl`	Proceedings of the First Workshop on Weakly Supervised Learning (WeaSuL). CoRR Michael A. Hedderich, Benjamin Roth, Katharina Kann, Barbara Plank, Alex Ratner, Dietrich Klakow
2021	A*	`conf`	SoloFinger: Robust Microgestures while Grasping Everyday Objects. CHI Adwait Sharma, Michael A. Hedderich, Divyanshu Bhardwaj, Bruno Fruchard, Jess McIntosh, Aditya Shekhar Nittala, Dietrich Klakow, Daniel Ashbrook, Jürgen Steimle
2020	J	`jnl`	A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios. CoRR Michael A. Hedderich, Lukas Lange, Heike Adel, Jannik Strötgen, Dietrich Klakow
2020	—	`conf`	Distant Supervision and Noisy Label Learning for Low Resource Named Entity Recognition: A Study on Hausa and Yorùbá. AfricaNLP David Ifeoluwa Adelani, Michael A. Hedderich, Dawei Zhu, Esther van den Berg, Dietrich Klakow
2020	J	`jnl`	Learning Functions to Study the Benefit of Multitask Learning. CoRR Gabriele Bettgenhäuser, Michael A. Hedderich, Dietrich Klakow
2020	—	`conf`	On the Interplay Between Fine-tuning and Sentence-Level Probing for Linguistic Knowledge in Pre-Trained Transformers. BlackboxNLP@EMNLP Marius Mosbach, Anna Khokhlova, Michael A. Hedderich, Dietrich Klakow
2020	—	`conf`	On the Interplay Between Fine-tuning and Sentence-Level Probing for Linguistic Knowledge in Pre-Trained Transformers. EMNLP (Findings) Marius Mosbach, Anna Khokhlova, Michael A. Hedderich, Dietrich Klakow
2020	J	`jnl`	On the Interplay Between Fine-tuning and Sentence-level Probing for Linguistic Knowledge in Pre-trained Transformers. CoRR Marius Mosbach, Anna Khokhlova, Michael A. Hedderich, Dietrich Klakow
2020	—	`conf`	Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on African Languages. EMNLP (1) Michael A. Hedderich, David Ifeoluwa Adelani, Dawei Zhu, Jesujoba O. Alabi, Udia Markus, Dietrich Klakow
2020	J	`jnl`	Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on African Languages. CoRR Michael A. Hedderich, David Ifeoluwa Adelani, Dawei Zhu, Jesujoba O. Alabi, Udia Markus, Dietrich Klakow
2019	—	`conf`	Feature-Dependent Confusion Matrices for Low-Resource NER Labeling with Noisy Labels. EMNLP/IJCNLP (1) Lukas Lange, Michael A. Hedderich, Dietrich Klakow
2019	J	`jnl`	Feature-Dependent Confusion Matrices for Low-Resource NER Labeling with Noisy Labels. CoRR Lukas Lange, Michael A. Hedderich, Dietrich Klakow
2019	—	`conf`	Handling Noisy Labels for Robustly Learning from Self-Training Data for Low-Resource Sequence Labeling. NAACL-HLT (Student Research Workshop) Debjit Paul, Mittul Singh, Michael A. Hedderich, Dietrich Klakow
2019	J	`jnl`	Handling Noisy Labels for Robustly Learning from Self-Training Data for Low-Resource Sequence Labeling. CoRR Debjit Paul, Mittul Singh, Michael A. Hedderich, Dietrich Klakow
2019	—	`conf`	Using Multi-Sense Vector Embeddings for Reverse Dictionaries. IWCS (1) Michael A. Hedderich, Andrew Yates, Dietrich Klakow, Gerard de Melo
2019	J	`jnl`	Using Multi-Sense Vector Embeddings for Reverse Dictionaries. CoRR Michael A. Hedderich, Andrew Yates, Dietrich Klakow, Gerard de Melo
2018	—	`conf`	Training a Neural Network in a Low-Resource Setting on Automatically Annotated Noisy Data. DeepLo@ACL Michael A. Hedderich, Dietrich Klakow
2018	J	`jnl`	Training a Neural Network in a Low-Resource Setting on Automatically Annotated Noisy Data. CoRR Michael A. Hedderich, Dietrich Klakow