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Papers
Long-context Reference-based MT Quality Estimation
EMNLP 2025
Quality-Aware Decoding: Unifying Quality Estimation and Decoding
ACL 2025
Quality-Informed Segment-Level Error Correction Using Natural Language Explanations from xTower and Large Language Models
EMNLP 2025
RankedCOMET: Elevating a 2022 Baseline to a Top-5 Finish in the WMT 2025 QE Task
EMNLP 2025
Simple Test Time Scaling for Machine Translation: Kaze-MT at the WMT25 General Translation Task
EMNLP 2025
Submission for WMT25 Task 3
EMNLP 2025
Targeted Source Text Editing for Machine Translation: Exploiting Quality Estimators and Large Language Models
EMNLP 2025
Terminology-Constrained Translation from Monolingual Data Using GRPO
EMNLP 2025
The Benefits of Being Uncertain: Perplexity as a Signal for Naturalness in Multilingual Machine Translation
EMNLP 2025
Translate Smart, not Hard: Cascaded Translation Systems with Quality-Aware Deferral
EMNLP 2025
Translationese-index: Using Likelihood Ratios for Graded and Generalizable Measurement of Translationese
EMNLP 2025
Unveiling the Power of Source: Source-based Minimum Bayes Risk Decoding for Neural Machine Translation
ACL 2025
UvA-MT at WMT25 Evaluation Task: LLM Uncertainty as a Proxy for Translation Quality
EMNLP 2025
Watching the Watchers: Exposing Gender Disparities in Machine Translation Quality Estimation
ACL 2025
When LLMs Struggle: Reference-less Translation Evaluation for Low-resource Languages
COLING 2025
Are Large Language Models State-of-the-art Quality Estimators for Machine Translation of User-generated Content?
EMNLP 2024
Automatic Quality Estimation for Data Selection and Curriculum Learning
CoNLL 2024
BLASER 2.0: a metric for evaluation and quality estimation of massively multilingual speech and text translation
EMNLP 2024
Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation
EMNLP 2024
Don’t Rank, Combine! Combining Machine Translation Hypotheses Using Quality Estimation
ACL 2024
Findings of the Quality Estimation Shared Task at WMT 2024: Are LLMs Closing the Gap in QE?
EMNLP 2024
HW-TSC 2024 Submission for the Quality Estimation Shared Task
EMNLP 2024
HW-TSC’s Participation in the WMT 2024 QEAPE Task
EMNLP 2024
Improving Machine Translation with Human Feedback: An Exploration of Quality Estimation as a Reward Model
NAACL 2024
Introducing the NewsPaLM MBR and QE Dataset: LLM-Generated High-Quality Parallel Data Outperforms Traditional Web-Crawled Data
EMNLP 2024