Building generalizable models for discourse phenomena evaluation and machine translation

• Main Author: Jwalapuram, Prathyusha
• Other Authors: Joty Shafiq Rayhan
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Document and text processing; Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/165027
• Institution: Nanyang Technological University

The neural revolution in machine translation has made it easier to model larger contexts beyond the sentence-level, which can potentially help resolve some discourse-level ambiguities and enable better translations. Despite increasing instances of machine translation systems including contextual...