Mariya Shmatova
5 papers · 2023–2025 · 1 conference · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
👥
Mega-Team
(29)
Conferences
EMNLP (5)
Top co-authors
Keywords
machine translation
(5)
human evaluation
(4)
large language model
(3)
translation quality
(2)
multilingual benchmark
(1)
multilingual system
(1)
linguistic reasoning
(1)
cross-lingual summarization
(1)
quality metric
(1)
translation evaluation
(1)
direct assessment
(1)
error span annotation
(1)
test set difficulty
(1)
benchmark evaluation
(1)
scalar quality metric
(1)
document-level translation
(1)
reasoning evaluation
(1)
error annotation
(1)
Papers
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 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
Findings of the 2023 Conference on Machine Translation (WMT23): LLMs Are Here but Not Quite There Yet
EMNLP 2023