Compression of deep learning models for text: A survey

M Gupta, P Agrawal - ACM Transactions on Knowledge Discovery from …, 2022 - dl.acm.org
In recent years, the fields of natural language processing (NLP) and information retrieval (IR)
have made tremendous progress thanks to deep learning models like Recurrent Neural …

Business chatbots with deep learning technologies: State-of-the-art, taxonomies, and future research directions

Y Zhang, RYK Lau, J David Xu, Y Rao, Y Li - Artificial Intelligence Review, 2024 - Springer
With the support of advanced hardware and software technology, Artificial Intelligence (AI)
techniques, especially the increasing number of deep learning algorithms, have spawned …

A semantic web framework for automated smart assistants: A case study for public health

Y Sermet, I Demir - Big Data and Cognitive Computing, 2021 - mdpi.com
The COVID-19 pandemic elucidated that knowledge systems will be instrumental in cases
where accurate information needs to be communicated to a substantial group of people with …

VR-enabled engineering consultation chatbot for integrated and intelligent manufacturing services

AJC Trappey, CV Trappey, MH Chao, CT Wu - Journal of Industrial …, 2022 - Elsevier
Industrial equipment manufacturing, such as electric power transformers, require highly
customized design, assembly, installation and maintenance services for customers …

COVID-19-Related Scientific Literature Exploration: Short Survey and Comparative Study

B Adil, S Lhazmir, M Ghogho, H Benbrahim - Biology, 2022 - mdpi.com
Simple Summary The COVID-19-related literature has known a surge since the beginning of
the pandemic. This surge prompted the creation of multiple literature exploration systems to …

Pre-training universal language representation

Y Li, H Zhao - arXiv preprint arXiv:2105.14478, 2021 - arxiv.org
Despite the well-developed cut-edge representation learning for language, most language
representation models usually focus on specific levels of linguistic units. This work …

ConveRT for FAQ answering

M De Bruyn, E Lotfi, J Buhmann… - arXiv preprint arXiv …, 2021 - arxiv.org
Knowledgeable FAQ chatbots are a valuable resource to any organization. While powerful
and efficient retrieval-based models exist for English, it is rarely the case for other languages …

Transformer models for recommending related questions in web search

R Mitra, M Gupta, S Dandapat - Proceedings of the 29th ACM …, 2020 - dl.acm.org
People Also Ask (PAA) is an exciting feature in most of the leading search engines which
recommends related questions for a given user query, thereby attempting to reduce the gap …

Implementation of an Undergraduate Admission Chatbot Using Microsoft Azure's Question Answering and Bot Framework

AG Usigan, MI Salomeo, GJLJ Zafe… - Proceedings of the …, 2022 - dl.acm.org
Artificial intelligence (AI) and chatbots have been gaining popularity in recent years because
of their ability to converse naturally and their wide array of applications. A chatbot is a …

The effects of transactionality on trust in customer service chatbots

E Ahonen - 2020 - aaltodoc.aalto.fi
Text-based conversational robots or chatbots are becoming increasingly prevalent in
customer service. As technology develops, the traditional informational chatbots that can …