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Quality Estimation

66 directly classified papers

Papers per year

Papers

RUBRIC-MQM : Span-Level LLM-as-judge in Machine Translation For High-End Models ACL 2025
BOUQuET : dataset, Benchmark and Open initiative for Universal Quality Evaluation in Translation EMNLP 2025
Quality-Aware Decoding: Unifying Quality Estimation and Decoding ACL 2025
AskQE: Question Answering as Automatic Evaluation for Machine Translation ACL 2025
A Framework for Large-Scale Parallel Corpus Evaluation: Ensemble Quality Estimation Models Versus Human Assessment ACL 2025
Alleviating Distribution Shift in Synthetic Data for Machine Translation Quality Estimation ACL 2025
LiTransProQA: An LLM-based Literary Translation Evaluation Metric with Professional Question Answering EMNLP 2025
SpeechQE: Estimating the Quality of Direct Speech Translation EMNLP 2024
Error Analysis Prompting Enables Human-Like Translation Evaluation in Large Language Models ACL 2024
MMTE: Corpus and Metrics for Evaluating Machine Translation Quality of Metaphorical Language EMNLP 2024
What do Large Language Models Need for Machine Translation Evaluation? EMNLP 2024
Denoising Pre-training for Machine Translation Quality Estimation with Curriculum Learning AAAI 2023
The OPUS-MT Dashboard – A Toolkit for a Systematic Evaluation of Open Machine Translation Models ACL 2023
Improving Translation Quality Estimation with Bias Mitigation ACL 2023
A Multi-task Learning Framework for Quality Estimation ACL 2023
Alibaba-Translate China’s Submission for WMT 2022 Quality Estimation Shared Task EMNLP 2022
KU X Upstage’s Submission for the WMT22 Quality Estimation: Critical Error Detection Shared Task EMNLP 2022
Alibaba-Translate China’s Submission for WMT2022 Metrics Shared Task EMNLP 2022
PreQuEL: Quality Estimation of Machine Translation Outputs in Advance EMNLP 2022
Quality Estimation via Backtranslation at the WMT 2022 Quality Estimation Task EMNLP 2022
NJUNLP’s Participation for the WMT2022 Quality Estimation Shared Task EMNLP 2022
Translation Error Detection as Rationale Extraction ACL 2022
MaTESe: Machine Translation Evaluation as a Sequence Tagging Problem EMNLP 2022
Better Quality Estimation for Low Resource Corpus Mining ACL 2022
Embarrassingly Easy Document-Level MT Metrics: How to Convert Any Pretrained Metric into a Document-Level Metric EMNLP 2022