Diffusion models for natural language processing

The autoregressive method has long been fundamental in natural language processing (NLP), where models predict the next token based on previously generated context. While effective, this approach suffers from inherent limitations, including slow generation speed and sequential dependency, hindering...

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Bibliographic Details
Main Author: Hoang, Minh Nhat
Other Authors: Luu Anh Tuan
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2024
Subjects:
Online Access:https://hdl.handle.net/10356/174904