Unsupervised word translation with adversarial autoencoder

• Main Authors: Mohiuddin, Tasnim, Joty, Shafiq
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2021
• Subjects: Engineering::Computer science and engineering; Embeddings; Mapping
• Online Access: https://hdl.handle.net/10356/148677
• Institution: Nanyang Technological University

Crosslingual word embeddings learned from monolingual embeddings have a crucial role in many downstream tasks, ranging from machine translation to transfer learning. Adversarial training has shown impressive success in learning crosslingual embeddings and the associated word translation task without...