🧑‍🔬 Dietrich Klakow — all works

28 works · ← Dietrich Klakow

1. 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
2. Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-TuningInternational Conference on Computational Linguistics (COLING)Jesujoba O. Alabi, David Ifeoluwa Adelani, Marius Mosbach, et al.2022 · 195 citations
3. A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News TranslationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)David Ifeoluwa Adelani, Jesujoba Oluwadara Alabi, Angela Fan, et al.2022 · 157 citations
4. Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and EvaluationFindings of the Association for Computational LinguisticsMarius Mosbach, Tiago Pimentel, Shauli Ravfogel, et al.2023 · 148 citations
5. Evaluating the Capabilities of Large Language Models for Multi-label Emotion UnderstandingInternational Conference on Computational Linguistics (COLING)Tadesse Destaw Belay, Israel Abebe Azime, Abinew Ali Ayele, et al.2025 · 52 citations
6. Closing Brackets with Recurrent Neural NetworksEMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLPNatalia Skachkova, Thomas Trost, Dietrich Klakow2018 · 43 citations
7. Creating Annotated Dialogue Resources: Cross-domain Dialogue Act ClassificationLanguage Resources and Evaluation Conference (LREC)Dilafruz Amanova, Volha Petukhova, Dietrich Klakow2016 · 19 citations
8. Robust Pronoun Fidelity with English LLMs: Are they Reasoning, Repeating, or Just Biased? ↗Transactions of the Association for Computational Linguistics · no summary yetVagrant Gautam et al.2024 · 17 citations
9. Building an Evaluation Corpus for German Question Answering by Harvesting Wikipedia ↗Proceedings of the Fifth International Conference on Language Resources and Evaluation (LREC'06) · no summary yetIrene Cramer, Jochen L. Leidner, Dietrich Klakow2006 · 10 citations
10. WinoPron: Revisiting English Winogender Schemas for Consistency, Coverage, and Grammatical CaseWorkshop on Computational Models of Reference, Anaphora and Coreference (CRAC)Vagrant Gautam, Julius Steuer, Eileen Bingert, et al.2024 · 9 citations
11. Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect IdentificationInterspeechBadr M. Abdullah, Matthew Baas, Bernd Mobius, et al.2025 · 7 citations
12. A Closer Look at Linguistic Knowledge in Masked Language Models: The Case of Relative Clauses in American English ↗Proceedings of the 28th International Conference on Computational Linguistics · no summary yetMarius Mosbach et al.2020 · 7 citations
13. A Lightweight Method to Generate Unanswerable Questions in EnglishFindings of the Association for Computational LinguisticsVagrant Gautam, Miaoran Zhang, Dietrich Klakow2023 · 6 citations
14. A Named Entity Labeler for German: Exploiting Wikipedia and Distributional Clusters ↗Proceedings of the Seventh International Conference on Language Resources and Evaluation (LREC'10) · no summary yetGrzegorz Chrupała, Dietrich Klakow2010 · 6 citations
15. Modeling Diachronic Change in English Scientific Writing over 300+ Years with Transformer-based Language Model SurprisalWorkshop on Building and Using Comparable Corpora (BUCC)Julius Steuer, Marie-Pauline Krielke, Stefan Fischer, et al.2024 · 4 citations
16. Exploiting Social Media Content for Self-Supervised Style Transfer ↗Proceedings of the Tenth International Workshop on Natural Language Processing for Social Media · no summary yetDana Ruiter et al.2022 · 3 citations
17. Toward Bayesian Synchronous Tree Substitution Grammars for Sentence Planning ↗Proceedings of the 11th International Conference on Natural Language Generation · no summary yetDavid M. Howcroft, Dietrich Klakow, Vera Demberg2018 · 3 citations
18. Exploring the Potential of Lexical Paraphrases for Mitigating Noise-Induced Comprehension Errors ↗arXiv:2107.08337 · no summary yetAnupama Chingacham, Vera Demberg, Dietrich Klakow2021 · 2 citations
19. Aligned Probing: Relating Toxic Behavior and Model InternalsTransactions of the Association for Computational Linguistics (TACL)Andreas Waldis, Vagrant Gautam, Anne Lauscher, et al.2026 · 1 citation
20. Bridging the Culture Gap: A Framework for LLM-Driven Socio-Cultural Localization of Math Word Problems in Low-Resource LanguagesFindings of the Association for Computational LinguisticsIsrael Abebe Azime, Tadesse Destaw Belay, Dietrich Klakow, et al.2026 · 1 citation
21. Saarland-Groningen at NADI 2025 Shared Task: Effective Dialectal Arabic Speech Processing under Data ConstraintsArabic Natural Language Processing Conference (ArabicNLP)Badr M. Abdullah, Yusser Al Ghussin, Zena Al-Khalili, et al.2025 · 1 citation
22. Who Did You Blame When Your Project Failed? Designing a Corpus for Presupposition Generation in Cross-Examination DialoguesLanguage Resources and Evaluation Conference (LREC)Maria Francis, Julius Steuer, Dietrich Klakow, et al.2024 · 1 citation
23. Assessment of Sales Negotiation Strategies with ISO 24617-2 Dialogue Act AnnotationsJoint ACL-ISO Workshop on Interoperable Semantic AnnotationJutta Stock, Volha Petukhova, Dietrich Klakow2022 · 1 citation
24. AmharicStoryQA: A Multicultural Story Question Answering Benchmark in AmharicarXiv:2602.02774Israel Abebe Azime, Abenezer Kebede Angamo, Hana Mekonen Tamiru, et al.2026
25. Modeling the Memory-Surprisal Trade-Off over Time: Communicative Efficiency Decreases with Lexico-Grammatical Change in Scientific EnglishLanguage Resources and Evaluation Conference (LREC)Julius Steuer, Marie-Pauline Krielke, Stefania Degaetano-Ortlieb, et al.2026
26. Saar-Voice: A Multi-Speaker Saarbrücken Dialect Speech CorpusWorkshop on Dialects in NLP –- A Resource PerspectiveLena Sophie Oberkircher, Jesujoba Alabi, Dietrich Klakow, et al.2026
27. Instruction-Tuning LLaMA for Synthetic Medical Note Generation in Swedish and English ↗Proceedings of the 15th International Conference on Recent Advances in Natural Language Processing - Natural Language Processing in the Generative AI Era · no summary yetLotta Kiefer et al.2025
28. Human Speech Perception in Noise: Can Large Language Models Paraphrase to Improve It? ↗Proceedings of the 1st Human-Centered Large Language Modeling Workshop · no summary yetAnupama Chingacham et al.2024

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