Perspectives and Prospects on Transformer Architecture for Cross-Modal Tasks with Language and Vision
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Computer Vision"
DOI: 10.1007/s11263-021-01547-8
Abstract: Transformer architectures have brought about fundamental changes to computational linguistic field, which had been dominated by recurrent neural networks for many years. Its success also implies drastic changes in cross-modal tasks with language and vision,… read more here.
Keywords: tasks language; transformer architecture; language vision; cross modal ... See more keywords
Paraphrase Generation Model Integrating Transformer Architecture, Part-of-Speech Features, and Pointer Generator Network
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3260849
Abstract: In recent years, hardware advancements have enabled natural language processing tasks that were previously difficult to achieve due to their intense computing requirements. This study focuses on paraphrase generation, which entails rewriting a sentence using… read more here.
Keywords: transformer architecture; generation; generation model; model ... See more keywords