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Papers
Beyond Literal Mapping: Benchmarking and Improving Non-Literal Translation Evaluation
ACL 2026
Culture-Aware Machine Translation in Large Language Models: Benchmarking and Investigation
ACL 2026
Diagnose, Then Repair: A Two-Stage MQM-Guided Post-Editing Framework for Domain-Specific Machine Translation
ACL 2026
Hacking Neural Evaluation Metrics with Single Hub Text
EACL 2026
MQM Re-Annotation: A Technique for Collaborative Evaluation of Machine Translation
ACL 2026
A Benchmark for Translations Across Styles and Language Variants
EMNLP 2025
A Cross-Lingual Perspective on Neural Machine Translation Difficulty
EMNLP 2025
An Evaluation Resource for Grounding Translation Errors
EMNLP 2025
AskQE: Question Answering as Automatic Evaluation for Machine Translation
ACL 2025
Automated Evaluation for Terminology Translation Related to the EEA Agreement
EMNLP 2025
Benchmarking LLMs for Translating Classical Chinese Poetry: Evaluating Adequacy, Fluency, and Elegance
EMNLP 2025
COMET-poly: Machine Translation Metric Grounded in Other Candidates
EMNLP 2025
Comparative Evaluation of Machine Translation Models Using Human-Translated Social Media Posts as References: Human-Translated Datasets
NAACL 2025
CUNI and Phrase at WMT25 MT Evaluation Task
EMNLP 2025
Evaluating Language Translation Models by Playing Telephone
EMNLP 2025
Evaluating WMT 2025 Metrics Shared Task Submissions on the SSA-MTE African Challenge Set
EMNLP 2025
Findings of the First Patent Claims Translation Task at WAT2025
AACL 2025
Findings of the WMT25 General Machine Translation Shared Task: Time to Stop Evaluating on Easy Test Sets
EMNLP 2025
Findings of the WMT25 Shared Task on Automated Translation Evaluation Systems: Linguistic Diversity is Challenging and References Still Help
EMNLP 2025
HiMATE: A Hierarchical Multi-Agent Framework for Machine Translation Evaluation
EMNLP 2025
LiTransProQA: An LLM-based Literary Translation Evaluation Metric with Professional Question Answering
EMNLP 2025
MetricX-25 and GemSpanEval: Google Translate Submissions to the WMT25 Evaluation Shared Task
EMNLP 2025
Nvidia-Nemo’s WMT 2025 Metrics Shared Task Submission
EMNLP 2025
RankedCOMET: Elevating a 2022 Baseline to a Top-5 Finish in the WMT 2025 QE Task
EMNLP 2025
Specification-Aware Machine Translation and Evaluation for Purpose Alignment
EMNLP 2025