🧑‍🔬 Vilém Zouhar — all works

27 works · ← Vilém Zouhar

1. Error Span Annotation: A Balanced Approach for Human Evaluation of Machine TranslationConference on Machine Translation (WMT)Tom Kocmi, Vilém Zouhar, Eleftherios Avramidis, et al.2024 · 83 citations
2. AutoTutor meets Large Language Models: A Language Model Tutor with Rich Pedagogy and Guardrails ↗Proceedings of the Eleventh ACM Conference on Learning @ Scale · no summary yetSankalan Pal Chowdhury, Vilém Zouhar, Mrinmaya Sachan2024 · 66 citations
3. Findings of the WMT25 Shared Task on Automated Translation Evaluation Systems: Linguistic Diversity is Challenging and References Still Help ↗Proceedings of the Tenth Conference on Machine Translation · no summary yetAlon Lavie et al.2025 · 39 citations
4. Pitfalls and Outlooks in Using COMET ↗Proceedings of the Ninth Conference on Machine Translation · no summary yetVilém Zouhar et al.2024 · 34 citations
5. Fine-Tuned Machine Translation Metrics Struggle in Unseen DomainsAnnual Meeting of the Association for Computational Linguistics (ACL)Vilém Zouhar, Shuoyang Ding, Anna Currey, et al.2024 · 32 citations
6. AI-Assisted Human Evaluation of Machine Translation ↗Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) · no summary yetVilém Zouhar, Tom Kocmi, Mrinmaya Sachan2025 · 31 citations
7. Speech Translation and Metrics in 2026: Findings of the IWSLT Campaign ↗Proceedings of the 23rd International Conference on Spoken Language Translation (IWSLT 2026) · no summary yetDavid Ifeoluwa Adelani et al.2026 · 30 citations
8. Neural Machine Translation Quality and Post-Editing Performance ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetVilém Zouhar et al.2021 · 30 citations
9. How to Select Datapoints for Efficient Human Evaluation of NLG Models?Transactions of the Association for Computational Linguistics (TACL)Vilém Zouhar, Peng Cui, Mrinmaya Sachan2025 · 17 citations
10. Poor Man's Quality Estimation: Predicting Reference-Based MT Metrics Without the Reference ↗Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics · no summary yetVilém Zouhar et al.2023 · 15 citations
11. Pearmut: Human Evaluation of Translation Made Trivial ↗arXiv:2601.02933 · no summary yetVilem Zouhar, Tom Kocmi2026 · 11 citations
12. QE4PE: Word-level Quality Estimation for Human Post-Editing ↗Transactions of the Association for Computational Linguistics · no summary yetGabriele Sarti et al.2025 · 11 citations
13. Quality and Quantity of Machine Translation References for Automatic Metrics ↗Proceedings of the Fourth Workshop on Human Evaluation of NLP Systems (HumEval) @ LREC-COLING 2024 · no summary yetVilém Zouhar, Ondřej Bojar2024 · 9 citations
14. Hearing to Translate: The Effectiveness of Speech Modality Integration into LLMsTransactions of the Association for Computational Linguistics (TACL)Sara Papi, Javier Garcia Gilabert, Zachary Hopton, et al.2026 · 7 citations
15. Early-Exit and Instant Confidence Translation Quality EstimationConference of the European Chapter of the Association for Computational Linguistics (EACL)Vilém Zouhar, Maike Züfle, Beni Egressy, et al.2026 · 6 citations
16. Unsupervised Word-level Quality Estimation for Machine Translation Through the Lens of Annotators (Dis)agreement ↗Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing · no summary yetGabriele Sarti et al.2025 · 6 citations
17. COMET-poly: Machine Translation Metric Grounded in Other Candidates ↗Proceedings of the Tenth Conference on Machine Translation · no summary yetMaike Züfle et al.2025 · 6 citations
18. Evaluating Optimal Reference Translations ↗arXiv:2311.16787 · no summary yetVilem Zouhar et al.2023 · 5 citations
19. Generating Difficult-to-Translate TextsWorkshop on Multilingual Multicultural EvaluationVilém Zouhar, Wenda Xu, Parker Riley, et al.2026 · 3 citations
20. How Important is ‘Perfect' English for Machine Translation Prompts?Findings of the Association for Computational LinguisticsPatrícia Schmidtová, Niyati Bafna, Seth Aycock, et al.2026 · 1 citation
21. Hurdles of Automatic Metric for Speech Translation EvaluationInternational Conference on Spoken Language Translation (IWSLT)Victor Eugen Zarzu, Vilem Zouhar2026 · 1 citation
22. PaperMentor: A Human-Centered Multi-Agent Writing Tutor for AI Research Papers in OverleafAnnual Meeting of the Association for Computational Linguistics (ACL)Jiarui Liu, Terry Jingchen Zhang, Ryan Faulkner, et al.2026 · 1 citation
23. Cultivar: A Contrastive and Locale-Oriented Translation Benchmark for Investigating Contamination and Localisation Robustness ↗arXiv:2608.09766 · no summary yetPinzhen Chen et al.2026 · 1 citation
24. Contrastive ESA: Human Evaluation of Multiple Translations at Once ↗arXiv:2607.26640 · no summary yetVilem Zouhar et al.2026 · 1 citation
25. Why We Need Speech to Evaluate Speech Translation ↗arXiv:2605.28227 · no summary yetMaike Zufle et al.2026 · 1 citation
26. The Blindness of Document-Level Translation Evaluation ↗arXiv:2609.05949 · no summary yetAhrii Kim et al.2026
27. Last Translation Benchmark ↗arXiv:2609.04173 · no summary yetVilem Zouhar et al.2026

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