conftrace_

quality estimation

232 papers

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Also known as

QE

Co-occurring keywords

machine translation (2499) neural machine translation (2310) word-level prediction (38) sentence-level prediction (26) large language model (13587) reference-free evaluation (93) transfer learning (5449) ensemble learning (1274) multilingual model (925) data augmentation (3052)

Papers

M2PO: Multi-Perspective Multi-Pair Preference Optimization for Machine Translation ACL 2026
PEAR: Pairwise Evaluation for Automatic Relative Scoring in Machine Translation ACL 2026
Quantifying the Impact of Translation Errors on Multilingual LLM Evaluation ACL 2026
Sigmoid Head for Quality Estimation under Language Ambiguity ACL 2026
Early-Exit and Instant Confidence Translation Quality Estimation EACL 2026
Parameter-Efficient Quality Estimation via Frozen Recursive Models EACL 2026
Domain-Specific Quality Estimation for Machine Translation in Low-Resource Scenarios EACL 2026
FairQE: Multi-Agent Framework for Mitigating Gender Bias in Translation Quality Estimation ACL 2026
RouteLMT: Learned Sample Routing for Hybrid LLM Translation Deployment ACL 2026
Quality-Informed Segment-Level Error Correction Using Natural Language Explanations from xTower and Large Language Models EMNLP 2025
Watching the Watchers: Exposing Gender Disparities in Machine Translation Quality Estimation ACL 2025
IMPARA-GED: Grammatical Error Detection is Boosting Reference-free Grammatical Error Quality Estimator ACL 2025
UvA-MT at WMT25 Evaluation Task: LLM Uncertainty as a Proxy for Translation Quality EMNLP 2025
Submission for WMT25 Task 3 EMNLP 2025
Long-context Reference-based MT Quality Estimation EMNLP 2025
Laniqo at WMT25 Terminology Translation Task: A Multi-Objective Reranking Strategy for Terminology-Aware Translation via Pareto-Optimal Decoding EMNLP 2025
AskQE: Question Answering as Automatic Evaluation for Machine Translation ACL 2025
Findings of the WMT25 Shared Task on Automated Translation Evaluation Systems: Linguistic Diversity is Challenging and References Still Help EMNLP 2025
Alleviating Distribution Shift in Synthetic Data for Machine Translation Quality Estimation ACL 2025
Terminology-Constrained Translation from Monolingual Data Using GRPO EMNLP 2025
A Quality-Guided Mixture of Score-Fusion Experts Framework for Human Recognition ICCV 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
RankedCOMET: Elevating a 2022 Baseline to a Top-5 Finish in the WMT 2025 QE Task EMNLP 2025
A* Decoding for Machine Translation in LLMs - SRPOL Participation in WMT2025 EMNLP 2025