2 papers
cs.CL2026
Get away with less: Need of source side data curation to build parallel corpus for low resource Machine Translation
Saumitra Yadav, Manish Shrivastava
Data curation is a critical yet under-researched step in the machine translation training paradigm. To train translation systems, data acquisition relies primarily on human transla…
cs.CL2025
Segmentation Beyond Defaults: Asymmetrical Byte Pair Encoding for Optimal Machine Translation Performance
Saumitra Yadav, Manish Shrivastava
Existing Machine Translation (MT) research often suggests a single, fixed set of hyperparameters for word segmentation models, symmetric Byte Pair Encoding (BPE), which applies the…