#Machine Translation
Latest news articles tagged with "Machine Translation". Follow the timeline of events, related topics, and entities.
Articles (7)
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🇺🇸 Span-Level Machine Translation Meta-Evaluation
[USA]
arXiv:2603.19921v1 Announce Type: cross Abstract: Machine Translation (MT) and automatic MT evaluation have improved dramatically in recent years, enabling numerous novel applications. Automatic eval...
Related: #Evaluation Metrics -
🇺🇸 HATL: Hierarchical Adaptive-Transfer Learning Framework for Sign Language Machine Translation
[USA]
arXiv:2603.19260v1 Announce Type: cross Abstract: Sign Language Machine Translation (SLMT) aims to bridge communication between Deaf and hearing individuals. However, its progress is constrained by s...
Related: #Accessibility Technology -
🇺🇸 Is Human Annotation Necessary? Iterative MBR Distillation for Error Span Detection in Machine Translation
[USA]
arXiv:2603.12983v1 Announce Type: cross Abstract: Error Span Detection (ESD) is a crucial subtask in Machine Translation (MT) evaluation, aiming to identify the location and severity of translation e...
Related: #Automated Annotation -
🇺🇸 Evaluating Explainable AI Attribution Methods in Neural Machine Translation via Attention-Guided Knowledge Distillation
[USA]
arXiv:2603.11342v1 Announce Type: cross Abstract: The study of the attribution of input features to the output of neural network models is an active area of research. While numerous Explainable AI (X...
Related: #AI Explainability -
🇺🇸 Mitigating Translationese Bias in Multilingual LLM-as-a-Judge via Disentangled Information Bottleneck
[USA]
arXiv:2603.10351v1 Announce Type: cross Abstract: Large language models (LLMs) have become a standard for multilingual evaluation, yet they exhibit a severe systematic translationese bias. In this pa...
Related: #AI Fairness -
🇺🇸 Automated evaluation of LLMs for effective machine translation of Mandarin Chinese to English
[USA]
arXiv:2603.09998v1 Announce Type: cross Abstract: Although Large Language Models (LLMs) have exceptional performance in machine translation, only a limited systematic assessment of translation qualit...
Related: #AI Evaluation -
🇺🇸 Vectra: A New Metric, Dataset, and Model for Visual Quality Assessment in E-Commerce In-Image Machine Translation
[USA]
arXiv:2602.07014v1 Announce Type: cross Abstract: In-Image Machine Translation (IIMT) powers cross-border e-commerce product listings; existing research focuses on machine translation evaluation, whi...
Related: #Artificial Intelligence, #E-commerce
Key Entities (2)
- Neural machine translation (1 news)
- Explainable artificial intelligence (1 news)
About the topic: Machine Translation
The topic "Machine Translation" aggregates 7+ news articles from various countries.