"machine translation" Papers

10 papers found

Adaptive Few-shot Prompting for Machine Translation with Pre-trained Language Models

Lei Tang, Jinghui Qin, Wenxuan Ye et al.

AAAI 2025paperarXiv:2501.01679
8
citations

Do LLMs Understand Your Translations? Evaluating Paragraph-level MT with Question Answering

Patrick Fernandes, Sweta Agrawal, Emmanouil Zaranis et al.

COLM 2025paperarXiv:2504.07583
8
citations

EBBS: An Ensemble with Bi-Level Beam Search for Zero-Shot Machine Translation

Yuqiao Wen, Behzad Shayegh, Chenyang Huang et al.

AAAI 2025paperarXiv:2403.00144
8
citations

Overcoming Vocabulary Constraints with Pixel-level Fallback

Jonas F. Lotz, Hendra Setiawan, Stephan Peitz et al.

COLM 2025paperarXiv:2504.02122
4
citations

Scaffold-BPE: Enhancing Byte Pair Encoding for Large Language Models with Simple and Effective Scaffold Token Removal

Haoran Lian, Yizhe Xiong, Jianwei Niu et al.

AAAI 2025paperarXiv:2404.17808
10
citations

Cached Transformers: Improving Transformers with Differentiable Memory Cached

Zhaoyang Zhang, Wenqi Shao, Yixiao Ge et al.

AAAI 2024paperarXiv:2312.12742
5
citations

Contrastive Preference Optimization: Pushing the Boundaries of LLM Performance in Machine Translation

Haoran Xu, Amr Sharaf, Yunmo Chen et al.

ICML 2024arXiv:2401.08417
414
citations

MultiMax: Sparse and Multi-Modal Attention Learning

Yuxuan Zhou, Mario Fritz, Margret Keuper

ICML 2024arXiv:2406.01189
1
citations

Promises and Pitfalls of Generative Masked Language Modeling: Theoretical Framework and Practical Guidelines

Yuchen Li, Alexandre Kirchmeyer, Aashay Mehta et al.

ICML 2024arXiv:2407.21046
5
citations

Stay on Topic with Classifier-Free Guidance

Guillaume Sanchez, Alexander Spangher, Honglu Fan et al.

ICML 2024spotlightarXiv:2306.17806
73
citations