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Carsten Eickhoff

Carsten Eickhoff has 3 papers in our library, in 2025–2026, most of them on Language models & pretraining, Vision & language, Multilingual & cross-lingual NLP; often with Michal Golovanevsky, Ritambhara Singh, William Rudman.

3 papers in our library · 2025–2026

OpenAlex · ORCID · Wikidata · h-index 30 · 246 works · 4,948 citations OpenAlex, 2026-10-14

📄 3 works in our library · 🔗 Cited 204 times in our library · 13 more in our library without a page yet · ⭐ Paper Stars ranking: #9129

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓University of TübingenTübingen · Germany2022–2026 · 85 papersEmployment since 2022 · Professorcurrent🎓Brown UniversityProvidence · United States2018–2026 · 77 papersEducationEmployment 2018–2022 · Assistant Professorcurrent🏥Universitätsklinikum TübingenTübingen · Germany2025–2026 · 4 paperscurrent🎓The University of Texas at AustinAustin · United States2026 · 1 papercurrent🏥University Children's Hospital TübingenTübingen · Germany2026 · 1 papercurrent🎓ETH ZurichZurich · Switzerland2014–2018 · 31 papersEmployment 2014–2018 · Postdoc🎓Delft University of TechnologyDelft · Netherlands2009–2014 · 29 papersEducation 2009–2014 · Ph.D. (Computer Science)🎓Johns Hopkins UniversityBaltimore · United States2023–2024 · 2 papers🎓University of PennsylvaniaPhiladelphia · United States2023–2024 · 2 papers🏛️Board of the Swiss Federal Institutes of TechnologyZurich · Switzerland2014–2018Employment 2014–2018

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 4 more institutions on single bylines are not listed.

 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Computer Science · 3 worksArtificial Intelligence · 3 worksArts and Humanities · 2 worksComputer Vision and Pattern Recognition · 2 worksLanguage and Linguistics · 2 worksInformation Systems · 1 work

🧭 Topics 3Research subjects and languages the work is about.Multilingual & cross-lingual NLP · 1 workLanguage models & pretraining · 2 worksVision & language · 2 works

 Works by year

2020s

20261 paper20252 papers

 Papers

The most cited first (OpenAlex and our library).

  1. Paths Not Taken: Understanding and Mending the Multilingual Factual Recall Pipeline (2025 · 9 citations)
    Multilingual LLMs often answer the same factual question differently depending on the language, and they tend to do worse outside high-resource languages.
  2. Pixels Versus Priors: Controlling Knowledge Priors in Vision-Language Models through Visual Counterfacts (2025 · 8 citations)
    Multimodal LLMs answer visual questions well, but it is unclear whether they rely on knowledge memorized during pretraining or on the image they are shown.
  3. Mechanisms of Prompt-Induced Hallucination in Vision–Language Models (2026 · 2 citations)
    Vision–language models sometimes trust a user's wording more than what the image shows. This paper studies that failure, called prompt-induced hallucination (PIH), using object counting. Images from CountBench are first counted correctly by the model. The same images are then paired with a request to describe more…

All works

16 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them.

  1. Linearly Mapping from Image to Text Space ↗arXiv (Cornell University) · no summary yetJack Merullo et al.2022 · 65 citations
  2. Language Models Implement Simple Word2Vec-style Vector Arithmetic ↗Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) · no summary yetJack Merullo, Carsten Eickhoff, Ellie Pavlick2024 · 53 citations
  3. Circuit Component Reuse Across Tasks in Transformer Language Models ↗arXiv (Cornell University) · no summary yetJack Merullo, Carsten Eickhoff, Ellie Pavlick2023 · 48 citations
  4. SIMSUM: Document-level Text Simplification via Simultaneous Summarization ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetSofia Blinova et al.2023 · 24 citations
  5. Are “Undocumented Workers” the Same as “Illegal Aliens”? Disentangling Denotation and Connotation in Vector Spaces ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetAlbert Webson et al.2020 · 23 citations
  6. The Same But Different: Structural Similarities and Differences in Multilingual Language Modeling ↗arXiv (Cornell University) · no summary yetRuochen Zhang et al.2024 · 14 citations
  7. Re-Evaluating Evaluation for Multilingual Summarization ↗Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing · no summary yetJessica Zosa Forde et al.2024 · 12 citations
  8. Paths Not Taken: Understanding and Mending the Multilingual Factual Recall PipelineConference on Empirical Methods in Natural Language Processing (EMNLP)Meng Lu, Ruochen Zhang, Carsten Eickhoff, et al.2025 · 9 citations
  9. Text Simplification via Adaptive Teaching ↗Findings of the Association for Computational Linguistics: ACL 2024 · no summary yetSeyed Ali Bahrainian, Jonathan Dou, Carsten Eickhoff2024 · 9 citations
  10. Talking Heads: Understanding Inter-Layer Communication in Transformer Language Models ↗neural information processing systems · no summary yetJack Merullo, Carsten Eickhoff, Ellie Pavlick2024 · 9 citations
  11. Pixels Versus Priors: Controlling Knowledge Priors in Vision-Language Models through Visual CounterfactsConference on Empirical Methods in Natural Language Processing (EMNLP)Michal Golovanevsky, William Rudman, Michael A. Lepori, et al.2025 · 8 citations
  12. Pretraining on Interactions for Learning Grounded Affordance Representations ↗Proceedings of the 11th Joint Conference on Lexical and Computational Semantics · no summary yetJack Merullo et al.2022 · 5 citations
  13. Mechanisms of Prompt-Induced Hallucination in Vision–Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)William Rudman, Michal Golovanevsky, Dana Arad, et al.2026 · 2 citations
  14. A Novel Corpus of Discourse Structure in Humans and Computers ↗arXiv (Cornell University) · no summary yetBabak Hemmatian et al.2021 · 1 citation
  15. The Anatomy of Discourse: Linguistic Predictors of Narrative and Argument Quality Motivation ↗no summary yetSheridan Feucht et al.2021
  16. Generative Neural Information Retrieval Models ↗OSF Preprints (OSF Preprints) · no summary yetEllie Pavlick, Carsten Eickhoff2019

 Co-authors here

9 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 Cited by

Papers of our library cite their works 204 times (of the 149,439 papers whose bibliographies we read); 31 citing papers with a page here →.

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