Evaluation of an Arabic chatbot based on extractive question-answering transfer learning and language transformers

TN Alruqi, SM Alzahrani - AI, 2023 - mdpi.com
Chatbots are programs with the ability to understand and respond to natural language in a
way that is both informative and engaging. This study explored the current trends of using …

TAQS: an Arabic question similarity system using transfer learning of BERT with BILSTM

WT Alshammari, S AlHumoud - IEEE Access, 2022 - ieeexplore.ieee.org
With the rapid increase of Arabic content on the web comes an increased need for short and
accurate answers to queries. Machine question answering has appeared as an important …

[PDF][PDF] Trends and challenges of Arabic Chatbots: Literature review

Y Saoudi, MM Gammoudi - Jordanian Journal of Computers and …, 2023 - researchgate.net
Conversational systems have recently garnered increased attention due to advancements in
Large Language Models (LLMs) and Language Models for Dialogue Applications (LaMDA) …

[PDF][PDF] Arabic educational neural network Chatbot

BA Alazzam, M Alkhatib, K Shaalan - Inf. Sci. Lett, 2023 - researchgate.net
Chatbots (machine-based conversational systems) have grown in popularity in recent years.
Chatbots powered by artificial intelligence (AI) are sophisticated technologies that replicate …

ArRASA: channel optimization for deep learning-based arabic nlu chatbot framework

M Alruily - Electronics, 2022 - mdpi.com
Since the introduction of deep learning-based chatbots for knowledge services, many
research and development efforts have been undertaken in a variety of fields. The global …

[PDF][PDF] English and arabic chatbots: A systematic literature review

AS Alsheddi, LS Alhenaki - International Journal of Advanced …, 2022 - researchgate.net
In recent years, the availability of chatbot applications has increased substantially with the
advancement of artificial intelligence techniques, and research efforts have been active in …

[PDF][PDF] Artificial intelligence chatbots: a survey of classical versus deep machine learning techniques

BA Alazzam, M Alkhatib, K Shaalan - Inf. Sci. Lett, 2023 - researchgate.net
Artificial Intelligence (AI) enables machines to be intelligent, most importantly using Machine
Learning (ML) in which machines are trained to be able to make better decisions and …

Multi-stage transfer learning with BERTology-based language models for question answering system in vietnamese

K Van Nguyen, PNT Do, ND Nguyen… - International Journal of …, 2023 - Springer
With the fast growth of information science and engineering, a large number of textual data
generated are valuable for natural language processing and its applications. Particularly …

A Transformer-based Educational Virtual Assistant Using Diacriticized Latin Script

KN Lam, LH Nguy, J Kalita - IEEE Access, 2023 - ieeexplore.ieee.org
A virtual assistant or smart chatbot should be able to understand user questions and
respond correctly and usefully, even if the questions are posed ungrammatically with …

The Challenges of Using Arabic Chatbot in Saudi Universities.

A Almurayh - IAENG International Journal of Computer …, 2021 - search.ebscohost.com
Nowadays, machine-based conversational systems known as chatbots have emerged for
many applications in our lives. Chatbots are intelligent tools that use the concept of Artificial …