--- title: "Michael A. Hedderich — author profile and papers in our library" description: "Michael A. Hedderich, LMU Klinikum: 5 papers on Elamur Research (2021–2026), h-index 13 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/michael-a-hedderich/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/michael-a-hedderich/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Michael A. Hedderich # Michael A. Hedderich Michael A. Hedderich has 5 papers in our library, in 2021–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Multilingual & cross-lingual NLP](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/); often with [Hinrich Schuetze](https://md.research.elamur.ai/free/en/authors/hinrich-schuetze/), [Raoyuan Zhao](https://md.research.elamur.ai/free/en/authors/raoyuan-zhao/), [Yihong Liu](https://md.research.elamur.ai/free/en/authors/yihong-liu/). 5 papers in our library · 2021–2026 [OpenAlex](https://openalex.org/A5071306466) · [ORCID](https://orcid.org/0000-0001-6858-0791) · [Wikidata](https://www.wikidata.org/wiki/Q130826991) · [**h-index 13**](https://openalex.org/authors/A5071306466) · [81 works](https://openalex.org/works?filter=author.id:A5071306466) · [686 citations](https://openalex.org/works?filter=author.id:A5071306466&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 5 works in our library](https://md.research.elamur.ai/free/en/authors/michael-a-hedderich/#papers) · [🔗 Cited 149 times in our library](https://md.research.elamur.ai/free/en/authors/michael-a-hedderich/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #4292](https://md.research.elamur.ai/free/en/paper-stars/page/43/#star-4292) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Michael+A.+Hedderich) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Michael+A.+Hedderich) · [dblp](https://dblp.org/search?q=Michael+A.+Hedderich) · [ACL Anthology](https://aclanthology.org/search/?q=Michael+A.+Hedderich) ## Affiliations [🎓**Ludwig-Maximilians-Universität München** Munich · Germany 2024–2026 · 30 papersEmployment since 2024 · Junior Research Group Leader*current*](https://md.research.elamur.ai/free/en/universities/ludwig-maximilians-universitat-munchen/) · [🎓**Munich Center for Machine Learning** Munich · Germany 2024–2026 · 25 papers*current*](https://md.research.elamur.ai/free/en/universities/munich-center-for-machine-learning/) · [🏥**LMU Klinikum** Munich · Germany 2024–2026 · 2 papers*current*](https://ror.org/02jet3w32) · [🎓**Saarland University** Saarbrücken · Germany 2018–2023 · 29 papers](https://md.research.elamur.ai/free/en/universities/saarland-university/) · [🎓**Cornell University** Ithaca · United States 2022–2024 · 5 papersEmployment 2022–2023 · Post Doctoral Research Scientist](https://md.research.elamur.ai/free/en/universities/cornell-university/) · [🎓**Aalto University** Espoo · Finland 2022–2024 · 2 papers](https://md.research.elamur.ai/free/en/universities/aalto-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 5 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 5 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 5 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 5 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 5 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 5 Research subjects and languages the work is about.[Low-resource languages · 1 work](https://md.research.elamur.ai/free/en/topics/low-resource-languages/) · [Evaluation & benchmarks · 2 works](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Multilingual & cross-lingual NLP · 2 works](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2026** 4 papers](https://md.research.elamur.ai/free/en/authors/michael-a-hedderich/year/2026/) · [**2021** 1 paper](https://md.research.elamur.ai/free/en/authors/michael-a-hedderich/year/2021/) ## Papers The most cited first (OpenAlex and our library). 1. **[A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios](https://md.research.elamur.ai/free/en/papers/hedderich-2021-survey-recent-approaches-natural-language/)** *(2021 · 401 citations)* This NAACL 2021 survey examines how NLP systems can be built when training data is scarce. That gap matters because research concentrates on a few high-resource languages, mostly English, while thousands of languages and many specialised domains lack data. The authors treat "low-resource" as a spectrum rather than a… 2. **[A Comprehensive Evaluation of Multilingual Chain-of-Thought Reasoning: Performance, Consistency, and Faithfulness Across Languages](https://md.research.elamur.ai/free/en/papers/zhao-2026-comprehensive-evaluation-multilingual-chain-thought/)** *(2026 · 7 citations)* Research on multilingual reasoning in large reasoning models (LRMs) usually checks only whether the final answer is correct. 3. **[Evaluating Robustness of Large Language Models Against Multilingual Typographical Errors](https://md.research.elamur.ai/free/en/papers/zhao-2026-evaluating-robustness-large-language-models/)** *(2026 · 1 citation)* Most LLM benchmarks use clean text, but real users make keyboard slips in many languages, and little is known about how models cope with such noise outside English. 4. **[From Weights to Activations: Is Steering the Next Frontier of Adaptation?](https://md.research.elamur.ai/free/en/papers/ostermann-2026-weights-activations-is-steering-next/)** *(2026 · 1 citation)* Steering means changing a language model's behavior by editing its internal activations during inference. It has mostly been treated as an interpretability tool, so it is rarely compared with established ways of adapting LLMs. Ostermann et al. argue in this position paper that steering is itself an adaptation… 5. **[Linear Script Representations in Speech Foundation Models Enable Zero-Shot Transliteration](https://md.research.elamur.ai/free/en/papers/shim-2026-linear-script-representations-speech-foundation/)** *(2026)* Multilingual ASR systems such as Whisper learn from web data in which one language may be transcribed in several writing systems. ## All works 6 works of theirs in our library, the most cited first; 5 with a page here, the others link their original until we summarise them. 1. **[A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios](https://md.research.elamur.ai/free/en/papers/hedderich-2021-survey-recent-approaches-natural-language/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Michael A. Hedderich, Lukas Lange, Heike Adel, et al.*2021 · 401 citations* 2. **[A Comprehensive Evaluation of Multilingual Chain-of-Thought Reasoning: Performance, Consistency, and Faithfulness Across Languages](https://md.research.elamur.ai/free/en/papers/zhao-2026-comprehensive-evaluation-multilingual-chain-thought/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Raoyuan Zhao, Yihong Liu, Hinrich Schuetze, et al.*2026 · 7 citations* 3. **[Evaluating Robustness of Large Language Models Against Multilingual Typographical Errors](https://md.research.elamur.ai/free/en/papers/zhao-2026-evaluating-robustness-large-language-models/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Raoyuan Zhao, Yihong Liu, Lena Altinger, et al.*2026 · 1 citation* 4. **[From Weights to Activations: Is Steering the Next Frontier of Adaptation?](https://md.research.elamur.ai/free/en/papers/ostermann-2026-weights-activations-is-steering-next/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Simon Ostermann, Daniil Gurgurov, Tanja Baeumel, et al.*2026 · 1 citation* 5. **[Linear Script Representations in Speech Foundation Models Enable Zero-Shot Transliteration](https://md.research.elamur.ai/free/en/papers/shim-2026-linear-script-representations-speech-foundation/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Ryan Soh-Eun Shim, Kwanghee Choi, Kalvin Chang, et al.*2026* 6. **[AfriqueLLM: How Data Mixing and Model Architecture Impact Continued Pre-training for African Languages ↗](https://aclanthology.org/2026.acl-long.267/) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Hao Yu et al.*2026* ## Co-authors here 12 of 17 co-authors with a page, the most papers together first. - [Hinrich Schuetze](https://md.research.elamur.ai/free/en/authors/hinrich-schuetze/) ×2 - [Raoyuan Zhao](https://md.research.elamur.ai/free/en/authors/raoyuan-zhao/) ×2 - [Yihong Liu](https://md.research.elamur.ai/free/en/authors/yihong-liu/) ×2 - [Alane Suhr](https://md.research.elamur.ai/free/en/authors/alane-suhr/) - [Barbara Plank](https://md.research.elamur.ai/free/en/authors/barbara-plank/) - [Daniil Gurgurov](https://md.research.elamur.ai/free/en/authors/daniil-gurgurov/) - [David Harwath](https://md.research.elamur.ai/free/en/authors/david-harwath/) - [David R. Mortensen](https://md.research.elamur.ai/free/en/authors/david-r-mortensen/) - [Dietrich Klakow](https://md.research.elamur.ai/free/en/authors/dietrich-klakow/) - [Heike Adel](https://md.research.elamur.ai/free/en/authors/heike-adel/) - [Jannik Strötgen](https://md.research.elamur.ai/free/en/authors/jannik-strotgen/) - [Kalvin Chang](https://md.research.elamur.ai/free/en/authors/kalvin-chang/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/) ×3: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) ×2 - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/) ×2: [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ×2 - [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/): [NAACL 2021](https://md.research.elamur.ai/free/en/venues/naacl/2021/) ## Cited by Papers of our library cite their works 149 times (of the 149,439 papers whose bibliographies we read); [26 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/michael-a-hedderich/cited-by/). Updated 1 November 2026