“…This statistical survey of a large sample of 1,660 bilateral investment treaties (BITs) identifies the main parameters of ISDS regulation in BITs; traces their emergence, frequency and dissemination over time; and highlights past and recent country-specific treaty practice. …”

“…The post-Ajaxian Web 2.0 world of wikis, folksonomies, and mashups makes well-planned information architecture even more essential. How do you present large volumes of information to people who need to find what they're looking for quickly? …”

“…Lean Development and Agile Methods for Large-Scale Products: Key Thinking and Organizational Tools for Sustainable Competitive Success Increasingly, large product-development organizations are turning to lean thinking, agile principles and practices, and large-scale Scrum to sustainably and quickly deliver value and innovation. …”

“…Pro Website Development and Operations gives you the experience you need to create and operate a large-scale production website. Large-scale websites have their own unique set of problems regarding their design—problems that can get worse when agile methodologies are adopted for rapid results. …”

“…"Despite much learning and research over many decades, large ICT software projects have continued to experience poor outcomes or fallen short of original expectations--some spectacularly so. …”

Tabla de Contenidos: “…3.2.3 Camera Types -- 3.3 Large Format: 4×5 -- 3.3.1 Large Format Cameras -- 3.3.2 Film and Film Holders -- 3.3.3 Camera Movement -- 3.4 Tips on Buying a Camera -- 3.4.1 Light Seals -- 3.4.2 Shutters -- 3.4.3 Lenses -- 4. …”

Tabla de Contenidos: “…Average word embeddings -- RNN-based document embeddings -- Transformer-based BERT embeddings -- SBERT embeddings -- Text clustering with Sentence-BERT -- Topic modeling with BERTopic -- Semantic search with SBERT -- Instruction fine-tuned embedding models -- Summary -- Further reading -- Chapter 8: Boosting Model Performance -- Technical requirements -- Improving performance with data augmentation -- Character-level augmentation -- Word-level augmentation -- Sentence-level augmentation -- Boosting IMDB text classification with augmentation -- Adapting the model to the domain -- Optimizing the parameters with HPO -- Summary -- Chapter 9: Parameter Efficient Fine-Tuning -- Technical requirements -- Introduction to PEFT -- Understanding Types of PEFT -- Additive methods -- Selective methods -- Low-rank fine-tuning -- Hands-on PEFT experiments -- Fine-tuning a BERT checkpoint with adapter tuning -- Efficiently fine-tune FLAN-T5 for an NLI task with Lora -- Tuning with QLoRA -- Summary -- References -- Part 3: Advanced Topics -- Chapter 10: Large Language Models -- Technical requirements -- Why large language models? …”

“…Large Scale Testing '14 : proceedings of the 2014 Association for Computing Machinery International Workshop on Large Scale Testing : March 22, 2014, Dublin, Ireland…”