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“…Gradually, you'll discover how Vulkan can be used to build hybrid renderers as well as leveraged for the future of graphics with AR/VR/MR. Moreover, you'll gain an understanding of how it can be debugged or measured for performance. …”

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Tabla de Contenidos: “…A deeper look into the BERT language model -- Autoencoding language model training for any language -- Sharing models with the community -- Other autoencoding models -- Introducing ALBERT -- RoBERTa -- ELECTRA -- DeBERTa -- Working with tokenization algorithms -- BPE -- WordPiece tokenization -- Sentence piece tokenization -- The tokenizers library -- Summary -- Chapter 4: From Generative Models to Large Language Models -- Technical requirements -- An introduction to GLMs -- Working with GLMs -- GPT model family -- Transformer-XL -- XLNet -- Working with text-to-text models -- Multi-task learning with T5 -- Zero-Shot Text Generalization with T0 -- Another Denoising-Based Seq2Seq Model - BART -- GLM training -- NLG using AR models -- Summary -- References -- Chapter 5: Fine-Tuning Language Models for Text Classification -- Technical requirements -- Introduction to text classification -- Fine-tuning a BERT model for single-sentence binary classification -- Training a classification model with native PyTorch -- Fine-tuning BERT for multi-class classification with custom datasets -- Fine-tuning the BERT model for sentence-pair regression -- Multilabel text classification -- Utilizing run_glue.py to fine-tune the models -- Summary -- References -- Chapter 6: Fine-Tuning Language Models for Token Classification -- Technical requirements -- Introduction to token classification -- Understanding NER -- Understanding POS tagging -- Understanding QA -- Fine-tuning language models for NER -- Question answering using token classification -- Question answering for many tasks -- Summary -- Chapter 7: Text Representation -- Technical requirements -- Introduction to sentence embeddings -- Cross-encoder versus bi-encoder -- Benchmarking sentence similarity models -- Using BART for zero-shot learning -- Semantic similarity experiment with FLAIR…”

Tabla de Contenidos: “…Chapter 5: Dasan Jeong Yagyong on Emotions and the Pursuit of Sagehood -- 5.1 Introduction -- 5.2 The Ambiguity of Emotions -- 5.3 Addressing the Dual Nature of Emotions -- 5.4 Emotions in The Pursuit of Sagehood -- 5.5 Conclusion -- Glossary -- References -- Part II: Comparative Perspectives -- Chapter 6: Thinking Through the Emotions with Korean Confucianism: Philosophical Translation and the Four-Seven Debate -- 6.1 Introduction -- 6.2 Ars Contextualis as Philosophical Translation -- 6.3 The Four-Seven Debate as Translingual Practice -- 6.4 Conclusion -- References -- Chapter 7: Jeong (情), Civility, and the Heart of a Pluralistic Democracy in Korea -- 7.1 Introduction -- 7.2 Jeong and the Heart-mind: The Affective Basis of Moral Equality -- 7.3 From Moral Equality to Political Equality: A Confucian Theory of "Civil Democracy" -- 7.4 Conclusion -- References -- Chapter 8: Korean Social Emotions: Han ( 恨), Heung ( ), and Jeong ( 情) -- 8.1 Introduction -- 8.2 Emotions in the Korean Confucian Tradition -- 8.3 Dangers of Unstable Emotions in the Connected World -- 8.4 The Precarious Condition for Social Emotions -- 8.5 Han (恨), Heung ( ), and Jeong (情): Unique Feelings in Korean Culture -- 8.6 Jeong (情): Emotions to Heal the Semiocapitalist Trauma -- 8.7 Conclusion -- References -- Part III: Contemporary Perspectives -- Chapter 9: Hanmaeum, One Heart-mind: A Korean Buddhist Philosophical Basis of Jeong (情) -- 9.1 What Is Jeong? …”

Tabla de Contenidos: “…Youth Studies in a Postcolonial World.Application of AI methods for the integration of structural engineering knowledge in early planning phases -- Analysis of the early-design timber models for sound insulation analysis -- Framework proposal for automated generation of production layout scenarios: A parametric design technique to connect production planning and structural industrial building design -- Component-based machine learning for predicting representative time-series of energy performance in building design -- A hybrid-model time-series forecasting approach for reducing the building energy performance gap -- Deep learning approach for predicting pedestrian dynamics for transportation hubs in early design phases -- Implementing Information Container for linked Document Delivery (ICDD) as a micro-service -- An explanatory use case for the implementation of Information Container for linked Document Delivery in Common Data Environments -- Automatic generation of ISO 19650 compliant templates based on standard construction contracts -- Graph-based version control for asynchronous BIM level 3 collaboration -- Image-documentation of existing buildings using a server-based BIM Collaboration Format workflow -- Unlocking the full potential of Building Information Modelling by applying the principles of Industry 4.0 and Data Governance such as COBIT -- Data Quality in Building Productivity Assessment -- the Case of Acute Care Environments -- An Approach for Cross-Data Querying and Spatial Reasoning of Tunnel Alignments -- Ontological reasoning in factory-BIM: An industrial case study for an automotive OEM -- IFCNet: A Benchmark Dataset for IFC Entity Classification -- IFC based Framework for Generating, Modeling and Visualizing Spalling Defect Geometries -- Automatic generation of IFC models from point cloud data of transport infrastructure environments -- A Proposed Ontology for Knowledge Representation in Designing Indoor Inspection Robot Systems -- Bidirectional coupling of Building Information Modeling and Building Simulation using ontologies -- Building Ontology for Preventive Fire Safety -- A Framework for Intelligent Building Information Spoken Dialogue System (iBISDS) -- A Design Recommender System: A Rules-based Approach to Exploit Natural Language Imprecision using Belief and Fuzzy Theories -- Towards the Adoption of Vision Intelligence for Construction Safety: Grounded Theory Methodology based Safety Regulations Analysis -- Concept to support the estimation of static load capacity on construction site using in-situ AR-based methods -- Using eye-tracking to compare the experienced safety supervisors and novice in identifying job site hazards under a VR environment -- Virtual Reality Platform for 3D Irregular Packing Problem -- Reference Architectural Model of Buildings for Virtual City Creator -- Data shortage for urban energy simulations? …”

Tabla de Contenidos: “…-Libanius, Ἐπιστολιμαῖοι Χαρακτῆρες -- c) Iulius Victor, Ars Rhetorica -- d) Brieftheoretische Aussagen bei Cicero -- e) Zusammenfassung: Antike Brieftheorie -- 3.2. …”

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Texto completo en Odilo

Texto completo en Odilo

Texto completo en Odilo