Mariya Shmatova

5 papers · 2023–2025 · 1 venue · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌉 Interdisciplinary Bridge · Bronze 👥 Mega-Team · Squad

Venues

EMNLP (5)

Top co-authors

Tom Kocmi (5) Roman Grundkiewicz (5) Eleftherios Avramidis (5) Philipp Koehn (4) Vilém Zouhar (4) Markus Freitag (4) Maja Popović (4) Thamme Gowda (3) Anton Dvorkovich (3) Ondřej Bojar (3)

Research topics

Natural Language Processing (5) Applications (5) Machine Learning (2) Learning Types (2) Resources & Methods (2) Deep Learning (1) Models (1)

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 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 Findings of the 2023 Conference on Machine Translation (WMT23): LLMs Are Here but Not Quite There Yet EMNLP 2023