Lukas Lange
Lukas Lange has 3 papers in our library, in 2021–2025, most of them on Language models & pretraining, Multilingual & cross-lingual NLP, Low-resource languages; often with Heike Adel, Jannik Strötgen, Hinrich Schuetze.
OpenAlex · ORCID · h-index 10 · 44 works · 520 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 219 times in our library · 2 more in our library without a page yet · ⭐ Paper Stars ranking: #4073
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksComputer Science · 3 worksArtificial Intelligence · 3 worksLanguage and Linguistics · 3 worksComputer Vision and Pattern Recognition · 2 works
🧭 Topics 4Research subjects and languages the work is about.Low-resource languages · 1 workLanguage models & pretraining · 2 worksMultilingual & cross-lingual NLP · 1 workReasoning · 1 work
Works by year
2020s
Papers
- A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios (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… - Lost in Multilinguality: Dissecting Cross-lingual Factual Inconsistency in Transformer Language Models (2025 · 31 citations)
Multilingual language models often answer a factual question correctly in one language but wrongly when the same question is posed in another. - Language Mixing in Reasoning Language Models: Patterns, Impact, and Internal Causes (2025 · 16 citations)
Reasoning language models (RLMs) such as DeepSeek-R1 sometimes switch into other languages within their chain of thought.
All works
- A Survey on Recent Approaches for Natural Language Processing in Low-Resource ScenariosConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Michael A. Hedderich, Lukas Lange, Heike Adel, et al.2021 · 401 citations
- The SOFC-Exp Corpus and Neural Approaches to Information Extraction in the Materials Science Domain ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetAnnemarie Friedrich et al.2020 · 99 citations
- Lost in Multilinguality: Dissecting Cross-lingual Factual Inconsistency in Transformer Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Mingyang Wang, Heike Adel, Lukas Lange, et al.2025 · 31 citations
- Language Mixing in Reasoning Language Models: Patterns, Impact, and Internal CausesConference on Empirical Methods in Natural Language Processing (EMNLP)Mingyang Wang, Lukas Lange, Heike Adel, et al.2025 · 16 citations
- KRAUTS: A German Temporally Annotated News Corpus ↗Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018) · no summary yetJannik Strötgen et al.2018 · 9 citations
Co-authors here
- Heike Adel ×3
- Jannik Strötgen ×3
- Hinrich Schuetze ×2
- Mingyang Wang ×2
- Dietrich Klakow
- Ercong Nie
- Michael A. Hedderich
- Yihong Liu
- Yunpu Ma
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL) ×2: ACL 2025
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2025
- Conference of the North American Chapter of the Association for Computational Linguistics (NAACL): NAACL 2021
- Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018)
Cited by
Updated
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