Vilém Zouhar

Can Reasoning Help Large Language Models Capture Human Annotator Disagreement? EACL 2026 Early-Exit and Instant Confidence Translation Quality Estimation EACL 2026 Generating Difficult-to-Translate Texts EACL 2026 How Important is ‘Perfect’ English for Machine Translation Prompts? EACL 2026 LLMs as Span Annotators: A Comparative Study of LLMs and Humans EACL 2026 PaperMentor: A Human-Centered Multi-Agent Writing Tutor for AI Research Papers in Overleaf ACL 2026 A Bayesian Optimization Approach to Machine Translation Reranking NAACL 2025 AI-Assisted Human Evaluation of Machine Translation NAACL 2025 Are Large Language Models for Education Reliable Across Languages? ACL 2025 Biased Tales: Cultural and Topic Bias in Generating Children’s Stories EMNLP 2025 CafGa: Customizing Feature Attributions to Explain Language Models EMNLP 2025 Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification EMNLP 2025 COMET-poly: Machine Translation Metric Grounded in Other Candidates EMNLP 2025 Estimating Machine Translation Difficulty EMNLP 2025 Findings of the IWSLT 2025 Evaluation Campaign ACL 2025 Findings of the WMT25 General Machine Translation Shared Task: Time to Stop Evaluating on Easy Test Sets EMNLP 2025 Findings of the WMT25 Multilingual Instruction Shared Task: Persistent Hurdles in Reasoning, Generation, and Evaluation EMNLP 2025 Findings of the WMT25 Shared Task on Automated Translation Evaluation Systems: Linguistic Diversity is Challenging and References Still Help EMNLP 2025 Findings of the WMT25 Terminology Translation Task: Terminology is Useful Especially for Good MTs EMNLP 2025 Unsupervised Word-level Quality Estimation for Machine Translation Through the Lens of Annotators (Dis)agreement EMNLP 2025 Distributional Properties of Subword Regularization EMNLP 2024 Error Span Annotation: A Balanced Approach for Human Evaluation of Machine Translation EMNLP 2024 Findings of the WMT24 General Machine Translation Shared Task: The LLM Era Is Here but MT Is Not Solved Yet EMNLP 2024 Fine-Tuned Machine Translation Metrics Struggle in Unseen Domains ACL 2024 How to Engage your Readers? Generating Guiding Questions to Promote Active Reading ACL 2024 Navigating the Metrics Maze: Reconciling Score Magnitudes and Accuracies ACL 2024 Pitfalls and Outlooks in Using COMET EMNLP 2024 PWESuite: Phonetic Word Embeddings and Tasks They Facilitate COLING 2024 Quality and Quantity of Machine Translation References for Automatic Metrics COLING 2024 Two Counterexamples to Tokenization and the Noiseless Channel COLING 2024 A Diachronic Perspective on User Trust in AI under Uncertainty EMNLP 2023 A Formal Perspective on Byte-Pair Encoding ACL 2023 Enhancing Textbooks with Visuals from the Web for Improved Learning EMNLP 2023 Findings of the WMT 2023 Shared Task on Machine Translation with Terminologies EMNLP 2023 Poor Man’s Quality Estimation: Predicting Reference-Based MT Metrics Without the Reference EACL 2023 Revisiting Automated Topic Model Evaluation with Large Language Models EMNLP 2023 Tokenization and the Noiseless Channel ACL 2023 Knowledge Base Index Compression via Dimensionality and Precision Reduction ACL 2022 Sentence Ambiguity, Grammaticality and Complexity Probes EMNLP 2022 Backtranslation Feedback Improves User Confidence in MT, Not Quality NAACL 2021 Neural Machine Translation Quality and Post-Editing Performance EMNLP 2021 Sampling and Filtering of Neural Machine Translation Distillation Data NAACL 2021 WMT20 Document-Level Markable Error Exploration EMNLP 2020