Enhancements to the sequence-to-sequence-based natural answer generation models

• Main Authors: Palasundram, Kulothunkan, Mohd Sharef, Nurfadhlina, Kasmiran, Khairul Azhar, Azman, Azreen
• Format: Article
• Language: English
• Published: Institute of Electrical and Electronics Engineers 2020
• Online Access: http://psasir.upm.edu.my/id/eprint/88819/1/BOT.pdf; http://psasir.upm.edu.my/id/eprint/88819/; https://ieeexplore.ieee.org/document/9025265

There is a great interest shown by academic researchers to continuously improve the sequence-to-sequence (Seq2Seq) model for natural answer generation (NAG) in chatbots. The Seq2Seq model shows a weakness whereby the model tends to generate answers that are generic, meaningless and inconsistent with...