LEADER 03476nam 22005895 450 001 9910483388203321 005 20230804142434.0 010 $a1-5231-5076-9 010 $a1-4842-6664-1 024 7 $a10.1007/978-1-4842-6664-9 035 $a(CKB)4100000011716929 035 $a(DE-He213)978-1-4842-6664-9 035 $a(MiAaPQ)EBC6455456 035 $a(CaSebORM)9781484266649 035 $a(PPN)25325664X 035 $a(EXLCZ)994100000011716929 100 $a20210112d2021 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aHands-on Question Answering Systems with BERT $eApplications in Neural Networks and Natural Language Processing /$fby Navin Sabharwal, Amit Agrawal 205 $a1st ed. 2021. 210 1$aBerkeley, CA :$cApress :$cImprint: Apress,$d2021. 215 $a1 online resource (XV, 184 p. 80 illus.) 300 $aIncludes index. 311 $a1-4842-6663-3 327 $aChapter 1: Introduction to Natural Language Processing -- Chapter 2: Introduction to Word Embeddings -- Chapter 3: BERT Algorithms Explained -- Chapter 4: BERT Model Applications - Question Answering System -- Chapter 5: BERT Model Applications - Other tasks -- Chapter 6: Future of BERT models. 330 $aGet hands-on knowledge of how BERT (Bidirectional Encoder Representations from Transformers) can be used to develop question answering (QA) systems by using natural language processing (NLP) and deep learning. The book begins with an overview of the technology landscape behind BERT. It takes you through the basics of NLP, including natural language understanding with tokenization, stemming, and lemmatization, and bag of words. Next, you?ll look at neural networks for NLP starting with its variants such as recurrent neural networks, encoders and decoders, bi-directional encoders and decoders, and transformer models. Along the way, you?ll cover word embedding and their types along with the basics of BERT. After this solid foundation, you?ll be ready to take a deep dive into BERT algorithms such as masked language models and next sentence prediction. You?ll see different BERT variations followed by a hands-on example of a question answering system. Hands-on Question Answering Systems with BERT is a good starting point for developers and data scientists who want to develop and design NLP systems using BERT. It provides step-by-step guidance for using BERT. You will: Examine the fundamentals of word embeddings Apply neural networks and BERT for various NLP tasks Develop a question-answering system from scratch Train question-answering systems for your own data. 606 $aMachine learning 606 $aCloud Computing 606 $aProgramming languages (Electronic computers) 606 $aMachine Learning 606 $aCloud Computing 606 $aProgramming Language 615 0$aMachine learning. 615 0$aCloud Computing. 615 0$aProgramming languages (Electronic computers). 615 14$aMachine Learning. 615 24$aCloud Computing. 615 24$aProgramming Language. 676 $a006.32 700 $aSabharwal$b Navin$0911357 702 $aAgrawal$b Amit 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bUtOrBLW 906 $aBOOK 912 $a9910483388203321 996 $aHands-on question answering systems with BERT$92849429 997 $aUNINA LEADER 02726nam 22005415 450 001 9910373940003321 005 20230810165949.0 010 $a9783030350369 010 $a3030350363 024 7 $a10.1007/978-3-030-35036-9 035 $a(CKB)4900000000504986 035 $a(MiAaPQ)EBC6023033 035 $a(DE-He213)978-3-030-35036-9 035 $a(PPN)270729488 035 $a(Perlego)3480495 035 $a(EXLCZ)994900000000504986 100 $a20200113d2020 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 12$aA Secular Absolute $eHow Modern Philosophy Discovered Authenticity /$fby Ulrich Steinvorth 205 $a1st ed. 2020. 210 1$aCham :$cSpringer International Publishing :$cImprint: Palgrave Macmillan,$d2020. 215 $a1 online resource (xvi, 278 pages) 311 08$a9783030350352 311 08$a3030350355 327 $aChapter 1: Introduction -- Chapter 2: Kant's Vernünftigkeit -- Chapter 3: Hegel's Sittlichkeit -- Chapter 4: Heidegger's Eigentlichkeit -- Chapter 5: Reflections. 330 $aPremodern societies believed in something sacred that obliged unconditionally. Modern societies rely on fallible science. Do they also need something absolute, a secular sacred? Steinvorth analyzes the writings of modern philosophers who claim that there is an absolute norm: the norm to be rational and authentic. In his view, their claim is true if it is reinterpreted. The norm is not moral, as it was thought to be, but metaphysical, and authenticity is not self-realization, but doing things for their own sake. In discussing the pros and cons of philosophical claims on absolutes, this book spreads out the rich pool of philosophical ideas and clarifies urgent contemporary questions about what can be demanded with universal validity. It argues this is not only the principle of justice, not to harm, but also a metaphysical principle by which to find meaning in life. Moreover, it points to some consequences this principle has in politics. 606 $aContinental philosophy 606 $aIntellectual life$xHistory 606 $aContinental Philosophy 606 $aIntellectual History 615 0$aContinental philosophy. 615 0$aIntellectual life$xHistory. 615 14$aContinental Philosophy. 615 24$aIntellectual History. 676 $a110 676 $a901 700 $aSteinvorth$b Ulrich$4aut$4http://id.loc.gov/vocabulary/relators/aut$0152105 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910373940003321 996 $aA Secular Absolute$92032292 997 $aUNINA