Vilém Zouhar
43 papers · 2020–2026 · 5 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (5) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (10)
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Renaissance Researcher
(9)
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Cross-Pollinator
(10)
🌍
Conference Polyglot
(5)
🏠
Conference Loyalist
(21)
🤝
Dynamic Duo
(13)
👥
Mega-Team
(52)
🔬
Deep Specialist
(21)
🏆
Keyword Champion
🗃️
Keyword Collector
(181)
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Prolific Year
(10)
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The Questioner
(2)
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Unstoppable
(6)
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Century Club
(37)
Conferences
EMNLP (21)
ACL (9)
EACL (6)
NAACL (4)
COLING (3)
Top co-authors
Research topics
Keywords
machine translation
(22)
large language model
(10)
human evaluation
(5)
quality estimation
(5)
translation evaluation
(4)
translation quality
(4)
language model
(3)
document-level translation
(3)
text generation
(3)
quality metric
(2)
byte-pair encoding
(2)
shared task
(2)
uncertainty quantification
(2)
metric evaluation
(2)
byte pair encoding
(2)
semantic information
(2)
domain adaptation
(2)
text representation
(2)
neural machine translation
(2)
terminology translation
(2)
Papers
Can Reasoning Help Large Language Models Capture Human Annotator Disagreement?
EACL 2026
PaperMentor: A Human-Centered Multi-Agent Writing Tutor for AI Research Papers in Overleaf
ACL 2026
LLMs as Span Annotators: A Comparative Study of LLMs and Humans
EACL 2026
How Important is ‘Perfect’ English for Machine Translation Prompts?
EACL 2026
Early-Exit and Instant Confidence Translation Quality Estimation
EACL 2026
Generating Difficult-to-Translate Texts
EACL 2026
Estimating Machine Translation Difficulty
EMNLP 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
Are Large Language Models for Education Reliable Across Languages?
ACL 2025
AI-Assisted Human Evaluation of Machine Translation
NAACL 2025
A Bayesian Optimization Approach to Machine Translation Reranking
NAACL 2025
COMET-poly: Machine Translation Metric Grounded in Other Candidates
EMNLP 2025
Findings of the WMT25 Terminology Translation Task: Terminology is Useful Especially for Good MTs
EMNLP 2025
Findings of the IWSLT 2025 Evaluation Campaign
ACL 2025
Findings of the WMT25 Shared Task on Automated Translation Evaluation Systems: Linguistic Diversity is Challenging and References Still Help
EMNLP 2025
Biased Tales: Cultural and Topic Bias in Generating Children’s Stories
EMNLP 2025
Unsupervised Word-level Quality Estimation for Machine Translation Through the Lens of Annotators (Dis)agreement
EMNLP 2025
Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification
EMNLP 2025
CafGa: Customizing Feature Attributions to Explain Language Models
EMNLP 2025
Pitfalls and Outlooks in Using COMET
EMNLP 2024
Navigating the Metrics Maze: Reconciling Score Magnitudes and Accuracies
ACL 2024
How to Engage your Readers? Generating Guiding Questions to Promote Active Reading
ACL 2024
Fine-Tuned Machine Translation Metrics Struggle in Unseen Domains
ACL 2024
PWESuite: Phonetic Word Embeddings and Tasks They Facilitate
COLING 2024
Two Counterexamples to Tokenization and the Noiseless Channel
COLING 2024
Quality and Quantity of Machine Translation References for Automatic Metrics
COLING 2024
Distributional Properties of Subword Regularization
EMNLP 2024
Findings of the WMT24 General Machine Translation Shared Task: The LLM Era Is Here but MT Is Not Solved Yet
EMNLP 2024
Error Span Annotation: A Balanced Approach for Human Evaluation of Machine Translation
EMNLP 2024
Tokenization and the Noiseless Channel
ACL 2023
Findings of the WMT 2023 Shared Task on Machine Translation with Terminologies
EMNLP 2023
Enhancing Textbooks with Visuals from the Web for Improved Learning
EMNLP 2023
Revisiting Automated Topic Model Evaluation with Large Language Models
EMNLP 2023
A Diachronic Perspective on User Trust in AI under Uncertainty
EMNLP 2023
Poor Man’s Quality Estimation: Predicting Reference-Based MT Metrics Without the Reference
EACL 2023
A Formal Perspective on Byte-Pair Encoding
ACL 2023
Sentence Ambiguity, Grammaticality and Complexity Probes
EMNLP 2022
Knowledge Base Index Compression via Dimensionality and Precision Reduction
ACL 2022
Neural Machine Translation Quality and Post-Editing Performance
EMNLP 2021
Backtranslation Feedback Improves User Confidence in MT, Not Quality
NAACL 2021
Sampling and Filtering of Neural Machine Translation Distillation Data
NAACL 2021
WMT20 Document-Level Markable Error Exploration
EMNLP 2020