Tabla de Contenidos: “…Chapter 10: Semantic Role Labeling with BERT-Based Transformers -- Getting started with SRL -- Defining semantic role labeling -- Visualizing SRL -- Running a pretrained BERT-based model -- The architecture of the BERT-based model -- Setting up the BERT SRL environment -- SRL experiments with the BERT-based model -- Basic samples -- Sample 1 -- Sample 2 -- Sample 3 -- Difficult samples -- Sample 4 -- Sample 5 -- Sample 6 -- Questioning the scope of SRL -- The limit of predicate analysis -- Redefining SRL -- Summary -- Questions -- References -- Chapter 11: Let Your Data Do the Talking: Story, Questions, and Answers -- Methodology -- Transformers and methods -- Method 0: Trial and error -- Method 1: NER first -- Using NER to find questions -- Location entity questions -- Person entity questions -- Method 2: SRL first -- Question-answering with ELECTRA -- Project management constraints -- Using SRL to find questions -- Next steps -- Exploring Haystack with a RoBERTa model -- Exploring Q&amp -- A with a GTP-3 engine -- Summary -- Questions -- References -- Chapter 12: Detecting Customer Emotions to Make Predictions -- Getting started: Sentiment analysis transformers -- The Stanford Sentiment Treebank (SST) -- Sentiment analysis with RoBERTa-large -- Predicting customer behavior with sentiment analysis -- Sentiment analysis with DistilBERT -- Sentiment analysis with Hugging Face's models' list -- DistilBERT for SST -- MiniLM-L12-H384-uncased -- RoBERTa-large-mnli -- BERT-base multilingual model -- Sentiment analysis with GPT-3 -- Some Pragmatic I4.0 thinking before we leave -- Investigating with SRL -- Investigating with Hugging Face -- Investigating with the GPT-3 playground -- GPT-3 code -- Summary -- Questions -- References -- Chapter 13: Analyzing Fake News with Transformers -- Emotional reactions to fake news…”

Tabla de Contenidos: “…Intro -- Table of Contents -- About the Author -- About the Technical Reviewer -- Acknowledgments -- Introduction -- Chapter 1: Introduction to Shaders in Unity -- Rendering -- Game Data -- The Vertex Shader -- The Fragment Shader -- Unity's Render Pipelines -- Shader Graph -- Summary -- Chapter 2: Math for Shader Development -- Vectors -- Position and Direction Vectors -- Vector Addition and Subtraction -- Scalar Multiplication -- Vector Magnitude -- Vector Normalization -- Basis Vectors and Linear Combinations -- Dot Product -- Cross Product -- Matrices -- Matrix Addition and Subtraction -- Scalar Multiplication -- Square, Diagonal, and Identity Matrices -- Matrix Transpose -- Matrix Determinant -- Matrix Multiplication -- Matrix Inverse -- Matrix Transformations -- Scaling Matrices -- Rotation Matrices -- Translation Matrices -- Homogeneous Coordinates -- Space Transformations -- Object-to-World Space Transformation -- World-to-View Space Transformation -- View-to-Clip Space Transformation -- Perspective Divide -- Summary -- Chapter 3: Your Very First Shader -- Project Setup -- Creating a Project -- Setting Up the Scene -- Writing a Shader in Unity -- Writing ShaderLab Code -- Adding a SubShader -- SubShader Tags -- Adding a Pass -- Pragma Directives and Includes -- Controlling Data Flow with Structs -- The appdata Struct -- The v2f Struct -- Variables in HLSL -- The Vertex Shader -- The Fragment Shader -- The SRP Batcher and Constant Buffers -- Common Shader Syntax -- Scalar Types -- Vector Types -- Matrix Types -- Included Variables -- Transformation Matrices -- Time-Based Variables -- Summary -- Chapter 4: Shader Graph -- Shader Graph Overview -- Creating a Basic Shader in Shader Graph -- Scene Setup -- The Shader Graph Interface -- The Toolbar -- Togglable Windows -- The Graph Environment -- Adding Properties -- Property Naming…”

Tabla de Contenidos: “…The speaker's sphere: a pragmatic interpretation of deixis (9th-12th century) -- 3.2. …”

Tabla de Contenidos: “…-- 4.5.1 Research and Development on Resources for Teaching for Robust Understanding -- 4.5.2 Issues of Developmental Trajectories -- 4.5.3 Theoretical and Pragmatic Challenges in an Increasingly Virtual Instructional World -- 4.5.4 Broader Issues of Context -- References -- Chapter 7: Keeping Theorizing in Touch with Practice: Practical Rationality as a Middle Range Theory of Mathematics Teaching -- 1 Teaching as an Object of Study and Our Position as Researchers of Mathematics Teaching -- 2 Practical Rationality, Theorization, and Middle Range Theories -- 3 Practical Rationality as a Scientific Effort to Study the Work of Mathematics Teaching -- 3.1 Focusing on Institutionalized Mathematics Teaching -- 3.2 Instructional Exchanges, Instructional Situations, and Instructional Norms -- 3.3 Coordinating Individual and Socio-technical Factors to Understand Teacher Decision Making -- 3.4 One Reason to Create a Middle-Range Theory of Mathematics Teaching -- 4 Empirical Research on Situational Norms in Instruction -- 4.1 Virtual Breaching Experiments: Designing Studies of Instructional Norms -- 5 How the Analysis of Research Data Contributed to Theory Development…”

Tabla de Contenidos: “…De Grandis -- 19. Producing food in a fragile food system - a case study on Isle of Skye, Scotland -- A. …”

Tabla de Contenidos: “…-- Funds for more resilient health systems remain to be mobilised -- After stripping out spending on COVID-19, health spending growth in 2022 remained below the pre-pandemic trend -- The current economic and geo-political climate makes it challenging for countries to increase investment in health -- The economic recovery is fragile and inflationary pressures remain -- Inflation presents a huge burden to households with real wages falling -- Elevated government debt levels continue to be a source of uncertainty -- 2.4. …”

Tabla de Contenidos: “…Biodiversity conservation and sustainable use -- Costa Rica has reversed deforestation, but pressures on its rich biodiversity remain strong -- The revision of the National Biodiversity Strategy is an opportunity to enhance policy coherence -- Protected areas have helped reduce biodiversity loss, but their ecological representativeness and management could be improved -- Costa Rica expanded its network of protected area and biological corridors -- There is scope to improve the management of protected areas and biological corridors -- Tourism generates revenue for protected areas and employment for local communities but also puts pressure on fragile natural areas -- There is an urgent need to complete spatial planning and mainstream biodiversity in it -- Costa Rica pioneering programme of payment for ecosystem services should be extended and reinforced -- There is a need for scaling up finance for biodiversity and better spending it -- The equitable use of genetic and biochemical resources can be a driver of innovation and business opportunities…”

Tabla de Contenidos: “…2.1 Pre-Existing Conditions of Fragility - Indivisibility of Rights -- 2.2 Impacts On the Right to Food, in Light of Its Legal Elements -- 2.2.1 Food Accessibility -- 2.2.2 Food Adequacy -- 2.2.3 Food Availability -- 2.3 Differential Impacts On Specific Population Groups -- 2.3.1 Women and Lgbtq Persons -- 2.3.2 Agricultural Workers in the Industrial Sector -- 2.3.3 Peasant and Fisher Communities -- 2.3.4 Indigenous Peoples -- 3 A Survey of Responses and Recommendations -- 3.1 The Responses By Affected Communities, Social Movements, and Civil Society Organizations -- 3.2 Responses By National Decision Makers -- 3.3 Some Responses By the Corporate Sector -- 3.4 Responses of International Human Rights Institutions -- 4 The Strengths and Promises of the Rural Movements' Proposal -- 5 Conclusion -- References -- 13 Covid-19 and the Human Rights to Water and Sanitation -- 1 Evolution of the Rights to Water and Sanitation Over the Past Decade -- 2 Impacts of Covid-19 On Water and Sanitation Services -- 2.1 Availability of Services -- 2.2 Affordability and Other Economic Impacts On Consumers and Operators -- 2.3 Covid-19 and the Governance and Regulation of Services -- 3 Human Rights Implications of Measures Adopted for Water and Sanitation Services During the Pandemic -- 3.1 Affordability and Flexible Payment Options -- 3.2 Physical Accessibility -- 3.3 Access to Information, Participation, and Accountability -- 4 Towards Sustainability of the Rights to Water and Sanitation -- Notes -- References -- 14 Land Rights in Crisis -- 1 Human Rights and Land: a Rights-Based Approach -- 2 'shock Strategy' and Land Rights in a Crisis -- 3 Government Oversight and Enforcement Mechanisms under Strain Due to the Pandemic -- 4 Government Failures to Protect Land Are Exacerbating Inequality and Poverty…”

Tabla de Contenidos: “…Untersuchungsdesign des dialogisch ästhetisch‐forschenden Lernens -- 7.1 Erkenntnisse einer kleinen Vorstudie prägen die Datenerhebung des dialogisch ästhetisch‐forschenden Lernens -- 7.2 Datenerhebung - Feldzugang -- 7.3 Datenerhebung - Erhebungssituation -- 7.4 Datenerhebung - Feldnotizen und Feldprotokolle -- 7.5 Datenanalyse Videografie -- 7.5.1 Inhaltlicher Überblick zum durchgeführten Lehr‐Lern‐Arrangement -- Unterrichtseinheiten vom 15.05.2019 bis 03.07.2019 -- 7.5.2 Datenkodierung mit einem Logbuch -- 7.5.3 Videoschnitt und Transkription der ausgewählten Sinneinheiten -- 7.5.4 Sequenzbeschreibungen, axiale Sequenzanalyse und Verfassen von Memos -- 7.5.5 Feinanalyse mit Fallskizzen - selektives Kodieren -- 7.5.6 Analyse Forschungstagebücher der Schüler:innen -- 8. …”

Tabla de Contenidos: “…LAS CLAVES PROTESTANTES DEL CONSTITUCIONALISMO A)La ley natural y la libertad de conciencia B)Libertad de conciencia y sola fide C)El frágil fundamento de la autoridad D) Protestantismo, estatismo y secularización 5. …”

Tabla de Contenidos: “…UNA LARGA EVOLUCIÓN HACIA LA CAÍDA -- LOS ERRORES DEL ESTALINISMO Y LAS REFORMAS DE KHRUSHOV -- EL ESTANCAMIENTO CON BREZHNEV (1964-1982) -- LA PRIMAVERA DE PRAGA Y LA DOCTRINA BREZHNEV -- PERESTROIKA, GLASNOST Y NUEVA MENTALIDAD -- LA CAÍDA DEL SOCIALISMO EN EUROPA DEL ESTE -- LAS CAUSAS DEL DERRUMBE. …”

“…Here, a true, open argument requires the infusion of Paul Lorenzen’s principle of ‘transsubjectivity’, which recognizes but transcends the partiality of the individual, and which can be seen in the pragmatic and expanding consensus that humanity can control itself to safeguard the future of a fragile, damaged world…”

“…The contributors to this volume tend to agree on one thing: semantic theory cannot retain its traditional purity, free of pragmatic contextual considerations. This claim provides the setting for various provocative approaches to a precise definition of pragmatics and its reconciliation with semantics--a collection of leading-edge work examining the semantics/pragmatics dispute in terms of a broad range of phenomena, showing how these issues reach from linguistics into a number of other fields, and examining the role of pragmatics in different forms of cross-cultural communication…”

“…Drawing on research done in Christian and Muslim communities in various fragile settings with high religiosity, this book avoids simplistically assigning blame to any one religion, instead engaging with the commonalities of how religion and religious actors influence norms and behaviours that impact VAWG. …”

“…The essays in this volume explore the history and themes of classic pragmatism, discuss the revival of pragmatism and show how it engages with a range of areas of inquiry including politics, law, education, aesthetics, religion and feminism. …”

“…"Logic and Pragmatism" features a number of the key writings of Giovanni Vailati (1863-1909), the Italian mathematician and philosopher renowned for his work in mechanics, geometry, logic, and epistemology. …”

“…This is also the founder of pragmatism, a major philosophical currents of the late nineteenth century and early twentieth e. …”