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Data Augmentation for Conversational AI
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023 Advancements in conversational systems have revolutionized information access, surpassing the limitations of single queries. However, developing dialogue systems requires a large amount of training data, which is a challenge in low-resource domains and languages.
Heydar Soudani +2 more
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International Journal for Research in Applied Science and Engineering TechnologyAbstract: Conversational AI systems are becoming increasingly popular across many industries and are transforming the way people interact with technology. For a more authentic, human-like connection and a smooth user experience, these systems should combine text-based interactions with multimodal capabilities.
Raunak Kandoi +3 more
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Desing, Development and Benchmarking of Algorithms for Conversational Search [PDF]
, 2022 openDeveloping an intelligent dialog system that not only emulates human conversation, but also answers to difficult topics is one of the most important fields on several research area.
ROMANELLO, MATTIA
core
Neural Approaches to Conversational AI [PDF]
Proceedings of ACL 2018, Tutorial Abstracts, 2018 The present paper surveys neural approaches to conversational AI that have been developed in the last few years. We group conversational systems into three categories: (1) question answering agents, (2) task-oriented dialogue agents, and (3) chatbots.
Jianfeng Gao 0001 +2 more
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Conversational recommendation: A grand AI challenge
AI Magazine, 2022 AbstractAnimated avatars, which look and talk like humans, are iconic visions of the future of AI‐powered systems. Through many sci‐fi movies, we are acquainted with the idea of speaking to such virtual personalities as if they were humans. Today, we talk more and more to machines like Apple's Siri, for example, to ask them for the weather forecast ...
Dietmar Jannach, Li Chen 0009
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Designing a Conversational AI Agent: Framework Combining Customer Experience Management, Personalization, and AI in Service Techniques [PDF]
, 2023 Conversational AI agents are fundamentally changing how firms are delivering service to their customers. The rapid advancement of technology and ready tools means that deploying a conversational AI agent has become far simpler than ever imagined. However,
Blümel, Jan, Jha, Gautam
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RUDN Journal of Informatization in Education, 2023 Problem statement . Artificial intelligence (AI) conversational tools like chat-bots, virtual assistants and dialog trainers begin to apply in education.
Vadim V. Grinshkun, Sofya I. Dreytser
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Editorial: The role of conversational AI in higher education. [PDF]
Front Artif IntellEditorial on the Research Topic: The role of conversational AI in higher educationAs conversational Artificial Intelligence (AI) technologies rapidly evolve, their influence on Higher Education (HE) becomes increasingly profound.
Otermans PCJ, Demetriadis S, Richards D.
europepmc +2 more sources
Interactive Teaching for Conversational AI
CoRR, 2020 Accepted at Human in the Loop Dialogue Systems Workshop @NeurIPS ...
Qing Ping +9 more
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Conversational AI and psychosis: A technological folie à deux
Annals, Academy of Medicine, SingaporeGenerative artificial intelligence (AI) is a recent technological advancement that has become increasingly ubiquitous in its usage. Conversational AI, powered by large language models (LLMs) in particular, has opened many possibilities in psychiatry for
Jinghui Huang +3 more
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