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Question Answering For The Curated Web

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Question Answering For The Curated Web

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Author : Rishiraj Saha Roy
language : en
Publisher: Springer Nature
Release Date : 2022-05-31

Question Answering For The Curated Web written by Rishiraj Saha Roy and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-31 with Mathematics categories.

Question answering (QA) systems on the Web try to provide crisp answers to information needs posed in natural language, replacing the traditional ranked list of documents. QA, posing a multitude of research challenges, has emerged as one of the most actively investigated topics in information retrieval, natural language processing, and the artificial intelligence communities today. The flip side of such diverse and active interest is that publications are highly fragmented across several venues in the above communities, making it very difficult for new entrants to the field to get a good overview of the topic. Through this book, we make an attempt towards mitigating the above problem by providing an overview of the state-of-the-art in question answering. We cover the twin paradigms of curated Web sources used in QA tasks ‒ trusted text collections like Wikipedia, and objective information distilled into large-scale knowledge bases. We discuss distinct methodologies that have been applied to solve the QA problem in both these paradigms, using instantiations of recent systems for illustration. We begin with an overview of the problem setup and evaluation, cover notable sub-topics like open-domain, multi-hop, and conversational QA in depth, and conclude with key insights and emerging topics. We believe that this resource is a valuable contribution towards a unified view on QA, helping graduate students and researchers planning to work on this topic in the near future.

Question Answering For The Curated Web

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Author : Rishiraj Saha Roy
language : en
Publisher: Morgan & Claypool Publishers
Release Date : 2021-10-28

Question Answering For The Curated Web written by Rishiraj Saha Roy and has been published by Morgan & Claypool Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-10-28 with Computers categories.

Understanding And Evaluating Search Experience

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Author : Maria Stone
language : en
Publisher: Springer Nature
Release Date : 2022-05-31

Understanding And Evaluating Search Experience written by Maria Stone and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-31 with Computers categories.

This book is intended for anyone interested in learning more about how search works and how it is evaluated. We all use search—it's a familiar utility. Yet, few of us stop and think about how search works, what makes search results good, and who, if anyone, decides what good looks like. Search has a long and glorious history, yet it continues to evolve, and with it, the measurement and our understanding of the kinds of experiences search can deliver continues to evolve, as well. We will discuss the basics of how search engines work, how humans use search engines, and how measurement works. Equipped with these general topics, we will then dive into the established ways of measuring search user experience, and their pros and cons. We will talk about collecting labels from human judges, analyzing usage logs, surveying end users, and even touch upon automated evaluation methods. After introducing different ways of collecting metrics, we will cover experimentation as it applies to search evaluation. The book will cover evaluating different aspects of search—from search user interface (UI), to results presentation, to the quality of search algorithms. In covering these topics, we will touch upon many issues in evaluation that became sources of controversy—from user privacy, to ethical considerations, to transparency, to potential for bias. We will conclude by contrasting measuring with understanding, and pondering the future of search evaluation.

Curation

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Author : Michael Bhaskar
language : en
Publisher: Hachette UK
Release Date : 2016-06-02

Curation written by Michael Bhaskar and has been published by Hachette UK this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-06-02 with Computers categories.

'A terrific and important book . . . it's a great, fresh take on how the 21st century is transforming the way we select everything from food to music' David Bodanis, author of E=MC2 In the past two years humanity has produced more data than the rest of human history combined. We carry a library of data in our pockets, accessible at any second. We have more information and more goods at our disposal than we know what to do with. There is no longer any competitive advantage in creating more information. Today, value lies in curation: selecting, finding and cutting down to show what really matters. Curation reveals how a little-used word from the world of museums became a crucial and at times controversial strategy for the twenty-first century. Today's most successful companies - Apple, Netflix, Amazon - have used curation to power their growth, by offering customers more tailored and appropriate choices. Curation answers the question of how we can live and prosper in an age of information overload. In the context of excess, it is not only a sound business strategy, but a way to make sense of the world.

Advances In Information Retrieval

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Author : Claudia Hauff
language : en
Publisher: Springer Nature
Release Date : 2025-04-02

Advances In Information Retrieval written by Claudia Hauff and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-02 with Computers categories.

The five-volume set LNCS 15572, 15573, 15574, 15575 and 15576 constitutes the refereed conference proceedings of the 47th European Conference on Information Retrieval, ECIR 2025, held in Lucca, Italy, during April 6–10, 2025. The 52 full papers, 11 findings, 42 short papers and 76 papers of other types presented in these proceedings were carefully reviewed and selected from 530 submissions. The accepted papers cover the state-of-the-art in information retrieval and recommender systems: user aspects, system and foundational aspects, artificial intelligence and machine learning, applications, evaluation, new social and technical challenges, and other topics of direct or indirect relevance to search and recommendation.

Web Reasoning And Rule Systems

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Author : Magdalena Ortiz
language : en
Publisher: Springer
Release Date : 2016-08-25

Web Reasoning And Rule Systems written by Magdalena Ortiz and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-08-25 with Computers categories.

This book constitutes the refereed proceedings of the 10th International Conference on Web Reasoning and Rule Systems, RR 2016, held in Aberdeen, Scotland, UK, in September 2016.The 10 full papers and 3 technical communications presented were carefully reviewed and selected from 17 submissions. Extensions and adaptations of classical rule-based languages have found their application in a range of areas, such as ontologies for the semantic web; querying web data; semantic data management; common-sense reasoning on the web

The Semantic Web Iswc 2021

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Author : Andreas Hotho
language : en
Publisher: Springer Nature
Release Date : 2021-09-29

The Semantic Web Iswc 2021 written by Andreas Hotho and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-09-29 with Computers categories.

This book constitutes the proceedings of the 20th International Semantic Web Conference, ISWC 2021, which took place in October 2021. Due to COVID-19 pandemic the conference was held virtually. The papers included in this volume deal with the latest advances in fundamental research, innovative technology, and applications of the Semantic Web, linked data, knowledge graphs, and knowledge processing on the Web. Papers are organized in a research track, resources and in-use track. The research track details theoretical, analytical and empirical aspects of the Semantic Web and its intersection with other disciplines. The resources track promotes the sharing of resources which support, enable or utilize semantic web research, including datasets, ontologies, software, and benchmarks. And finally, the in-use-track is dedicated to novel and significant research contributions addressing theoretical, analytical and empirical aspects of the Semantic Web and its intersection with other disciplines.

Search Engine Society

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Author : Alexander Halavais
language : en
Publisher: John Wiley & Sons
Release Date : 2017-11-27

Search Engine Society written by Alexander Halavais and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-11-27 with Social Science categories.

Search engines have become a key part of our everyday lives. Yet there is growing concern with how algorithms, which run just beneath the surface of our interactions online, are affecting society. This timely new edition of Search Engine Society enlightens readers on the forms of bias that algorithms introduce into our knowledge and social spaces, drawing on recent changes to technology, industries, policies, and research. It provides an introduction to the social place of the search engine and addresses crucial questions such as: How have search engines changed the way we organize our thoughts about the world, and how we work? To what extent do politics shape search, and does search shape politics? This book is a must-read for those who wish to understand the future of the social internet and how search shapes it.

Reasoning Web Reasoning And The Web In The Big Data Era

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Author : Manolis Koubarakis
language : en
Publisher: Springer
Release Date : 2014-09-03

Reasoning Web Reasoning And The Web In The Big Data Era written by Manolis Koubarakis and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-09-03 with Computers categories.

This volume contains the lecture notes of the 10th Reasoning Web Summer School 2014, held in Athens, Greece, in September 2014. In 2014, the lecture program of the Reasoning Web introduces students to recent advances in big data aspects of semantic web and linked data, and the fundamentals of reasoning techniques that can be used to tackle big data applications.

Ecai 2023

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Author : K. Gal
language : en
Publisher: IOS Press
Release Date : 2023-10-18

Ecai 2023 written by K. Gal and has been published by IOS Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-18 with Computers categories.

Artificial intelligence, or AI, now affects the day-to-day life of almost everyone on the planet, and continues to be a perennial hot topic in the news. This book presents the proceedings of ECAI 2023, the 26th European Conference on Artificial Intelligence, and of PAIS 2023, the 12th Conference on Prestigious Applications of Intelligent Systems, held from 30 September to 4 October 2023 and on 3 October 2023 respectively in Kraków, Poland. Since 1974, ECAI has been the premier venue for presenting AI research in Europe, and this annual conference has become the place for researchers and practitioners of AI to discuss the latest trends and challenges in all subfields of AI, and to demonstrate innovative applications and uses of advanced AI technology. ECAI 2023 received 1896 submissions – a record number – of which 1691 were retained for review, ultimately resulting in an acceptance rate of 23%. The 390 papers included here, cover topics including machine learning, natural language processing, multi agent systems, and vision and knowledge representation and reasoning. PAIS 2023 received 17 submissions, of which 10 were accepted after a rigorous review process. Those 10 papers cover topics ranging from fostering better working environments, behavior modeling and citizen science to large language models and neuro-symbolic applications, and are also included here. Presenting a comprehensive overview of current research and developments in AI, the book will be of interest to all those working in the field.

Question Answering For The Curated Web

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