4 papers · 1 filter
RT-SFT: Text Style Transfer from Non-Parallel Corpora by Roundtrip Translation
Ruoxi Liu, Philipp Koehn
Text style transfer (TST) is naturally a supervised task - rewrite a sentence in a target style while preserving its meaning - yet the parallel corpora that supervision requires ex…
Speech Vecalign: an Embedding-based Method for Aligning Parallel Speech Documents
Chutong Meng, Philipp Koehn
We present Speech Vecalign, a parallel speech document alignment method that monotonically aligns speech segment embeddings and does not depend on text transcriptions. Compared to…
HiMATE: A Hierarchical Multi-Agent Framework for Machine Translation Evaluation
Shijie Zhang, Renhao Li, Songsheng Wang +3
The advancement of Large Language Models (LLMs) enables flexible and interpretable automatic evaluations. In the field of machine translation evaluation, utilizing LLMs with transl…
Neural Machine Translation
Philipp Koehn
Draft of textbook chapter on neural machine translation. a comprehensive treatment of the topic, ranging from introduction to neural networks, computation graphs, description of th…