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Quality Estimation

67 papers

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Papers

PEAR: Pairwise Evaluation for Automatic Relative Scoring in Machine Translation ACL 2026
Alleviating Distribution Shift in Synthetic Data for Machine Translation Quality Estimation ACL 2025
RUBRIC-MQM : Span-Level LLM-as-judge in Machine Translation For High-End Models ACL 2025
AskQE: Question Answering as Automatic Evaluation for Machine Translation ACL 2025
Quality-Aware Decoding: Unifying Quality Estimation and Decoding ACL 2025
A Framework for Large-Scale Parallel Corpus Evaluation: Ensemble Quality Estimation Models Versus Human Assessment ACL 2025
BOUQuET : dataset, Benchmark and Open initiative for Universal Quality Evaluation in Translation EMNLP 2025
LiTransProQA: An LLM-based Literary Translation Evaluation Metric with Professional Question Answering EMNLP 2025
Error Analysis Prompting Enables Human-Like Translation Evaluation in Large Language Models ACL 2024
What do Large Language Models Need for Machine Translation Evaluation? EMNLP 2024
MMTE: Corpus and Metrics for Evaluating Machine Translation Quality of Metaphorical Language EMNLP 2024
SpeechQE: Estimating the Quality of Direct Speech Translation EMNLP 2024
Denoising Pre-training for Machine Translation Quality Estimation with Curriculum Learning AAAI 2023
Improving Translation Quality Estimation with Bias Mitigation ACL 2023
The OPUS-MT Dashboard – A Toolkit for a Systematic Evaluation of Open Machine Translation Models ACL 2023
A Multi-task Learning Framework for Quality Estimation ACL 2023
Better Quality Estimation for Low Resource Corpus Mining ACL 2022
Translation Error Detection as Rationale Extraction ACL 2022
PreQuEL: Quality Estimation of Machine Translation Outputs in Advance EMNLP 2022
Findings of the WMT 2022 Shared Task on Quality Estimation EMNLP 2022
Embarrassingly Easy Document-Level MT Metrics: How to Convert Any Pretrained Metric into a Document-Level Metric EMNLP 2022
MS-COMET: More and Better Human Judgements Improve Metric Performance EMNLP 2022
REUSE: REference-free UnSupervised Quality Estimation Metric EMNLP 2022
MaTESe: Machine Translation Evaluation as a Sequence Tagging Problem EMNLP 2022
COMET-22: Unbabel-IST 2022 Submission for the Metrics Shared Task EMNLP 2022