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Foundation Models for Natural Language Processing
This open access book provides a comprehensive overview of the state of the art in research and applications of Foundation Models and is intended for readers familiar with basic Natural Language Processing (NLP) concepts. Over the recent years, a revolutionary new paradigm has been developed for training models for NLP. These models are first pre-trained on large collections of text documen…
- Edition
- 1
- ISBN/ISSN
- 978-3-031-23190-2
- Collation
- -
- Series Title
- Artificial Intelligence: Foundations, Theory, and Algorithms
- Call Number
- XVIII, 436
Hypergraph Computation
This open access book discusses the theory and methods of hypergraph computation. Many underlying relationships among data can be represented using graphs, for example in the areas including computer vision, molecular chemistry, molecular biology, etc. In the last decade, methods like graph-based learning and neural network methods have been developed to process such data, they are particula…
- Edition
- 1
- ISBN/ISSN
- 978-981-99-0185-2
- Collation
- -
- Series Title
- Artificial Intelligence: Foundations, Theory, and Algorithms
- Call Number
- XVI, 244
Vulnerability Revisited
Open access. This open-access book discusses vulnerability and the protection-inclusion dilemma of including those who suffer from serious poverty, severe stigma, and structural violence in research. Co-written with representatives from indigenous peoples in South Africa and sex workers in Nairobi, the authors come down firmly on the side of inclusion. In the spirit of leaving no one behind in …
- Edition
- 1
- ISBN/ISSN
- 978-3-031-57896-0
- Collation
- -
- Series Title
- SpringerBriefs in Research and Innovation Governance
- Call Number
- XIX, 145
Ethics of Artificial Intelligence
This open access collection of AI ethics case studies is the first book to present real-life case studies combined with commentaries and strategies for overcoming ethical challenges. Case studies are one of the best ways to learn about ethical dilemmas and to achieve insights into various complexities and stakeholder perspectives. Given the omnipresence of AI ethics in academic, policy and medi…
- Edition
- 1
- ISBN/ISSN
- 978-3-031-17040-9
- Collation
- -
- Series Title
- SpringerBriefs in Research and Innovation Governance
- Call Number
- XII, 116
Vulnerability Revisited
Open access. This open-access book discusses vulnerability and the protection-inclusion dilemma of including those who suffer from serious poverty, severe stigma, and structural violence in research. Co-written with representatives from indigenous peoples in South Africa and sex workers in Nairobi, the authors come down firmly on the side of inclusion. In the spirit of leaving no one behind in …
- Edition
- 1
- ISBN/ISSN
- 978-3-031-57896-0
- Collation
- -
- Series Title
- SpringerBriefs in Research and Innovation Governance
- Call Number
- XIX, 145
Equitable Research Partnerships
This open access book offers insights into the development of the ground-breaking Global Code of Conduct for Research in Resource-Poor Settings (GCC) and the San Code of Research Ethics. Using a new, intuitive moral framework predicated on fairness, respect, care and honesty, both codes target ethics dumping – the export of unethical research practices from a high-income setting to a lower- o…
- Edition
- 1
- ISBN/ISSN
- 978-3-030-15745-6
- Collation
- -
- Series Title
- SpringerBriefs in Research and Innovation Governance
- Call Number
- XIX, 122
Responsible Innovation 1
This book addresses the methodological issues involved in responsible innovation and provides an overview of recent applications of multidisciplinary research. Responsible innovation involves research into the ethical and societal aspects of new technologies (e.g. ICT, nanotechnology, biotechnology and brain sciences) and of changes in technological systems (e.g. energy, transport, agriculture …
- Edition
- 1
- ISBN/ISSN
- 978-94-017-8956-1
- Collation
- -
- Series Title
- 26 b/w illustrations
- Call Number
- XXIII, 392
Artificial Intelligence for a Better Future
This open access book proposes a novel approach to Artificial Intelligence (AI) ethics. AI offers many advantages: better and faster medical diagnoses, improved business processes and efficiency, and the automation of boring work. But undesirable and ethically problematic consequences are possible too: biases and discrimination, breaches of privacy and security, and societal distortions such as…
- Edition
- 1
- ISBN/ISSN
- 978-3-030-69978-9
- Collation
- -
- Series Title
- SpringerBriefs in Research and Innovation Governance
- Call Number
- X, 124
Ethics Dumping
This open access book provides original, up-to-date case studies of “ethics dumping” that were largely facilitated by loopholes in the ethics governance of low and middle-income countries. It is instructive even to experienced researchers since it provides a voice to vulnerable populations from the fore mentioned countries. Ensuring the ethical conduct of North-South collaborations in resea…
- Edition
- 1
- ISBN/ISSN
- 978-3-319-64731-9
- Collation
- -
- Series Title
- SpringerBriefs in Research and Innovation Governance
- Call Number
- XIII, 134
Migration, Education and Employment
This is an open access book which focuses on different aspects of education, employment, and successful integration of migrants in three countries: Norway, Sweden, and Switzerland. The chapters in this book reflect on these issues from micro, meso and macro perspectives; some are based on interviews with migrants and people who work with them, others on documents and literature about migration.…
- Edition
- 1
- ISBN/ISSN
- 978-3-031-41919-5
- Collation
- -
- Series Title
- Education, Equity, Economy
- Call Number
- VIII, 203
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