When NLP meets LLM: Neural Approaches to Context-based Conversational Question Answering
Author:   Munazza Zaib ,  Quan Z. Sheng (Macquarie University, Australia) ,  Wei Emma Zhang (The University of Adelaide) ,  Adnan Mahmood (Macquarie University, Australi)
Publisher:   Taylor & Francis Ltd
ISBN:  

9781032970844


Pages:   102
Publication Date:   15 October 2025
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
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When NLP meets LLM: Neural Approaches to Context-based Conversational Question Answering


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Author:   Munazza Zaib ,  Quan Z. Sheng (Macquarie University, Australia) ,  Wei Emma Zhang (The University of Adelaide) ,  Adnan Mahmood (Macquarie University, Australi)
Publisher:   Taylor & Francis Ltd
Imprint:   CRC Press
Weight:   0.350kg
ISBN:  

9781032970844


ISBN 10:   1032970847
Pages:   102
Publication Date:   15 October 2025
Audience:   College/higher education ,  Professional and scholarly ,  Tertiary & Higher Education ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

1. Introduction 2. Role of Conversational Question Answering in Artificial Intelligence 3. Resolving Conversational Dependencies in Conversational Question Answering 4. Dynamic History Selection for Conversational Question Answering 5. History Modeling for Open-Domain Conversational Question Answering 6. Conclusion and Future Directions

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Author Information

Munazza Zaib is currently a Postdoctoral Research Fellow at the Department of Human Centred Computing, Faculty of Information Technology, Monash University, Australia. Quan Z. Sheng is a Distinguished Professor and Head of School of Computing at Macquarie University, Australia. ). He is the recipient of the AMiner Most Influential Scholar Award on IoT (2007-2017), ARC (Australian Research Council) Future Fellowship (2014). Wei Emma Zhang is Associate Head of People and Culture at the School of Computer and Mathematical Sciences, and a researcher at the Australian Institute for Machine Learning, the University of Adelaide. Adnan Mahmood is a Lecturer in Computing – IoT and Networking at the School of Computing, Macquarie University, Sydney.

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