no code implementations • 19 Dec 2023 • Burak Aksar, Yara Rizk, Tathagata Chakraborti
Chatbots have become one of the main pathways for the delivery of business automation tools.
no code implementations • 23 Oct 2023 • Ankita Bhaumik, Praveen Venkateswaran, Yara Rizk, Vatche Isahagian
The popularity of conversational digital assistants has resulted in the availability of large amounts of conversational data which can be utilized for improved user experience and personalized response generation.
no code implementations • 26 Oct 2022 • Yara Rizk, Praveen Venkateswaran, Vatche Isahagian, Vinod Muthusamy
The inception of large language models has helped advance state-of-the-art performance on numerous natural language tasks.
no code implementations • 1 Jun 2022 • Siyu Huo, Kushal Mukherjee, Jayachandu Bandlamudi, Vatche Isahagian, Vinod Muthusamy, Yara Rizk
APIs are everywhere; they provide access to automation solutions that could help businesses automate some of their tasks.
no code implementations • 9 Aug 2021 • Sohini Upadhyay, Vatche Isahagian, Vinod Muthusamy, Yara Rizk
AI business process applications automate high-stakes business decisions where there is an increasing demand to justify or explain the rationale behind algorithmic decisions.
no code implementations • 21 Nov 2020 • Sarath Sreedharan, Tathagata Chakraborti, Yara Rizk, Yasaman Khazaeni
A new design of an AI assistant that has become increasingly popular is that of an "aggregated assistant" -- realized as an orchestrated composition of several individual skills or agents that can each perform atomic tasks.
no code implementations • 27 Jul 2020 • Tathagata Chakraborti, Vatche Isahagian, Rania Khalaf, Yasaman Khazaeni, Vinod Muthusamy, Yara Rizk, Merve Unuvar
In this survey, we study how recent advances in machine intelligence are disrupting the world of business processes.
no code implementations • 27 Jul 2020 • Yara Rizk, Vatche Isahagian, Scott Boag, Yasaman Khazaeni, Merve Unuvar, Vinod Muthusamy, Rania Khalaf
Robotic process automation (RPA) has emerged as the leading approach to automate tasks in business processes.
no code implementations • 4 Mar 2020 • Yara Rizk, Vatche Isahagian, Merve Unuvar, Yasaman Khazaeni
The ubiquity of smart phones and electronic devices has placed a wealth of information at the fingertips of consumers as well as creators of digital content.
no code implementations • 7 Jan 2020 • Yara Rizk, Abhishek Bhandwalder, Scott Boag, Tathagata Chakraborti, Vatche Isahagian, Yasaman Khazaeni, Falk Pollock, Merve Unuvar
Business process automation is a booming multi-billion-dollar industry that promises to remove menial tasks from workers' plates -- through the introduction of autonomous agents -- and free up their time and brain power for more creative and engaging tasks.
no code implementations • 26 Nov 2019 • Julia El Zini, Yara Rizk, Mariette Awad
Recurrent neural networks (RNN) have been successfully applied to various sequential decision-making tasks, natural language processing applications, and time-series predictions.