[HTML][HTML] Chatbots: History, technology, and applications
E Adamopoulou, L Moussiades - Machine Learning with applications, 2020 - Elsevier
This literature review presents the History, Technology, and Applications of Natural Dialog
Systems or simply chatbots. It aims to organize critical information that is a necessary …
Systems or simply chatbots. It aims to organize critical information that is a necessary …
A survey of the usages of deep learning for natural language processing
Over the last several years, the field of natural language processing has been propelled
forward by an explosion in the use of deep learning models. This article provides a brief …
forward by an explosion in the use of deep learning models. This article provides a brief …
[CITATION][C] An introduction to variational autoencoders
An Introduction to Variational Autoencoders Page 1 An Introduction to Variational Autoencoders
Page 2 Other titles in Foundations and Trends R in Machine Learning Computational Optimal …
Page 2 Other titles in Foundations and Trends R in Machine Learning Computational Optimal …
[BOOK][B] Neural networks and deep learning
CC Aggarwal - 2018 - Springer
“Any AI smart enough to pass a Turing test is smart enough to know to fail it.”–*** Ian
McDonald Neural networks were developed to simulate the human nervous system for …
McDonald Neural networks were developed to simulate the human nervous system for …
Dailydialog: A manually labelled multi-turn dialogue dataset
We develop a high-quality multi-turn dialog dataset, DailyDialog, which is intriguing in
several aspects. The language is human-written and less noisy. The dialogues in the …
several aspects. The language is human-written and less noisy. The dialogues in the …
Graph neural networks for natural language processing: A survey
Deep learning has become the dominant approach in addressing various tasks in Natural
Language Processing (NLP). Although text inputs are typically represented as a sequence …
Language Processing (NLP). Although text inputs are typically represented as a sequence …
The design and implementation of xiaoice, an empathetic social chatbot
This article describes the development of Microsoft **aoIce, the most popular social chatbot
in the world. **aoIce is uniquely designed as an artifical intelligence companion with an …
in the world. **aoIce is uniquely designed as an artifical intelligence companion with an …
How not to evaluate your dialogue system: An empirical study of unsupervised evaluation metrics for dialogue response generation
We investigate evaluation metrics for dialogue response generation systems where
supervised labels, such as task completion, are not available. Recent works in response …
supervised labels, such as task completion, are not available. Recent works in response …
Neural approaches to conversational AI
This tutorial surveys neural approaches to conversational AI that were developed in the last
few years. We group conversational systems into three categories:(1) question answering …
few years. We group conversational systems into three categories:(1) question answering …
Visual dialog
We introduce the task of Visual Dialog, which requires an AI agent to hold a meaningful
dialog with humans in natural, conversational language about visual content. Specifically …
dialog with humans in natural, conversational language about visual content. Specifically …