Bert

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Getting Started With Google Bert

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Author : Sudharsan Ravichandiran
language : en
Publisher: Packt Publishing Ltd
Release Date : 2021-01-22

Getting Started With Google Bert written by Sudharsan Ravichandiran and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-01-22 with Computers categories.

Kickstart your NLP journey by exploring BERT and its variants such as ALBERT, RoBERTa, DistilBERT, VideoBERT, and more with Hugging Face's transformers library Key FeaturesExplore the encoder and decoder of the transformer modelBecome well-versed with BERT along with ALBERT, RoBERTa, and DistilBERTDiscover how to pre-train and fine-tune BERT models for several NLP tasksBook Description BERT (bidirectional encoder representations from transformer) has revolutionized the world of natural language processing (NLP) with promising results. This book is an introductory guide that will help you get to grips with Google's BERT architecture. With a detailed explanation of the transformer architecture, this book will help you understand how the transformer’s encoder and decoder work. You’ll explore the BERT architecture by learning how the BERT model is pre-trained and how to use pre-trained BERT for downstream tasks by fine-tuning it for NLP tasks such as sentiment analysis and text summarization with the Hugging Face transformers library. As you advance, you’ll learn about different variants of BERT such as ALBERT, RoBERTa, and ELECTRA, and look at SpanBERT, which is used for NLP tasks like question answering. You'll also cover simpler and faster BERT variants based on knowledge distillation such as DistilBERT and TinyBERT. The book takes you through MBERT, XLM, and XLM-R in detail and then introduces you to sentence-BERT, which is used for obtaining sentence representation. Finally, you'll discover domain-specific BERT models such as BioBERT and ClinicalBERT, and discover an interesting variant called VideoBERT. By the end of this BERT book, you’ll be well-versed with using BERT and its variants for performing practical NLP tasks. What you will learnUnderstand the transformer model from the ground upFind out how BERT works and pre-train it using masked language model (MLM) and next sentence prediction (NSP) tasksGet hands-on with BERT by learning to generate contextual word and sentence embeddingsFine-tune BERT for downstream tasksGet to grips with ALBERT, RoBERTa, ELECTRA, and SpanBERT modelsGet the hang of the BERT models based on knowledge distillationUnderstand cross-lingual models such as XLM and XLM-RExplore Sentence-BERT, VideoBERT, and BARTWho this book is for This book is for NLP professionals and data scientists looking to simplify NLP tasks to enable efficient language understanding using BERT. A basic understanding of NLP concepts and deep learning is required to get the best out of this book.

Bert

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Author : Graeme Blundell
language : en
Publisher: Hachette UK
Release Date : 2014-10-28

Bert written by Graeme Blundell and has been published by Hachette UK this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-10-28 with Biography & Autobiography categories.

Bert Newton has been on the Australian small screen since it first flickered to life in the 1950s - now, in the book all his fans have been waiting for, bestselling author Graeme Blundell gives us the full story of the man behind that unforgettable face. TV and radio star, interviewer and all-round media personality, Bert Newton's career spans the decades. He ruled the radio sets of Melbourne in the 1950s - when another young blade, Graham Kennedy, was also on the air - then made the transition to the box. Whether on television, radio or more recently on stage, Bert is the preeminent entertainer. Behind this most public of faces is the story of a boy whose father died early; a lad who loved riding the famous trams of his home town; and a young man whose compulsion to work led him to collapse. A consummate professional who holds the respect and admiration of his peers and multitude of fans alike, Bert has reinvigorated his career over and over as the world around him changed. And in a life full of dynamic partnerships - on screen with Graham Kennedy and Don Lane - Bert's marriage to Patti is the most enduring of them all. Graeme Blundell, journalist and bestselling author of King: The Life and Comedy of Graham Kennedy, delivers an insightful account of Bert Newton's life on and off the screen. Along the way he chronicles the Australian television industry from its earliest years.

Pretrained Transformers For Text Ranking

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Author : Jimmy Lin
language : en
Publisher: Springer
Release Date : 2021-10-29

Pretrained Transformers For Text Ranking written by Jimmy Lin and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-10-29 with Computers categories.

The goal of text ranking is to generate an ordered list of texts retrieved from a corpus in response to a query. Although the most common formulation of text ranking is search, instances of the task can also be found in many natural language processing (NLP) applications.This book provides an overview of text ranking with neural network architectures known as transformers, of which BERT (Bidirectional Encoder Representations from Transformers) is the best-known example. The combination of transformers and self-supervised pretraining has been responsible for a paradigm shift in NLP, information retrieval (IR), and beyond. This book provides a synthesis of existing work as a single point of entry for practitioners who wish to gain a better understanding of how to apply transformers to text ranking problems and researchers who wish to pursue work in this area. It covers a wide range of modern techniques, grouped into two high-level categories: transformer models that perform reranking in multi-stage architectures and dense retrieval techniques that perform ranking directly. Two themes pervade the book: techniques for handling long documents, beyond typical sentence-by-sentence processing in NLP, and techniques for addressing the tradeoff between effectiveness (i.e., result quality) and efficiency (e.g., query latency, model and index size). Although transformer architectures and pretraining techniques are recent innovations, many aspects of how they are applied to text ranking are relatively well understood and represent mature techniques. However, there remain many open research questions, and thus in addition to laying out the foundations of pretrained transformers for text ranking, this book also attempts to prognosticate where the field is heading.

Bert S Hunch

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Author : Albert Anthony D. Gavino
language : en
Publisher: Bert's Books
Release Date : 2020-08-10

Bert S Hunch written by Albert Anthony D. Gavino and has been published by Bert's Books this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-08-10 with Social Science categories.

Random stories and musings from a Data Scientist discussing everyday things and insights during a time of a Pandemic set at Manila, Philippines.

Bert S Misadventures The Quest

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Author : Arthur W. Matcham
language : en
Publisher: Lulu.com
Release Date : 2014-09-07

Bert S Misadventures The Quest written by Arthur W. Matcham and has been published by Lulu.com this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-09-07 with Fiction categories.

Book #3 Bert's Misadventures - The Quest Bert and his group, which now include Elves and Dwarves meet with Katherine, Queen of Zenerath to inform her of their quest and seek help in forming and army to invade the north. They continue to gather weapons and power, building for the battle that is ahead. Stay with them and find out the surprising end to the misadventure.

Frank And Bert

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Author : Chris Naylor-Ballesteros
language : en
Publisher:
Release Date : 2023-05-02

Frank And Bert written by Chris Naylor-Ballesteros and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-05-02 with categories.

A hilarious new picture book from author of The Suitcase, Chris Naylor-Ballesteros - with neon ink throughout! Frank and Bert are the best of friends and they LOVE to play hide and seek. But Bert the bear isn't quite as good at hiding as he thinks he is . . . and Frank ALWAYS wins! Every. Single. Time. But when it's Bert's turn to hide, and Frank has to decide between winning again OR making his friend happy, Frank learns that friendship is always the true winner. This interactive and entertaining story about friendship is guaranteed to get children giggling!

Bert S Misadventures The Book Of Magic

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Author : Arthur W. Matcham
language : en
Publisher: Lulu.com
Release Date : 2013-09-28

Bert S Misadventures The Book Of Magic written by Arthur W. Matcham and has been published by Lulu.com this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-09-28 with Fiction categories.

Bert's Misadventures: The Book of Magic. In book 1 of this adventure series, follow what happens when Bert comes into possession of a book of magic. He and his gaming group learn the magic in the book and open a portal to a distant realm. Once there they begin to collect powerful magical items to assist them in the war they will have to rid the land of two evil magic users. The big question is will they find the items they need and learn to work as a group before some of them are killed? Book I: Bert was lucky and impulsive. Being lucky the consequences of his acts usually fell on those around him. He finds a book of magic and other items sent from a realm called Zenerath. Without really thinking it through, Bert agrees to learn magic and create a portal to return to Zenerath to battle two evil beings. The consequences of this act begin to fall on Bert and his close gaming friends. Come along and see just how much trouble Bert can get into as he and his friends learn Magic. REAL MAGI

Introducing Bert Williams

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Author : Camille F. Forbes
language : en
Publisher: Hachette UK
Release Date : 2008-08-01

Introducing Bert Williams written by Camille F. Forbes and has been published by Hachette UK this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-08-01 with Performing Arts categories.

It is not hard to argue that every black performer in show business owes something to Bert Williams. Discovered in California in 1890 by a minstrel troupe manager, Williams swiftly became a regular player in the troupe. Traveling on from the rough-and-ready "medicine shows" that then dotted the West, he rose through the ranks of big-time vaudeville in New York City, and finally ascended to the previously all-white pinnacle of live-stage success: the fabled Ziegfeld Follies on Broadway. Inspite of his triumphs-he brought the first musical with an all-black cast to Broadway in 1903-he was often viewed by the black community with more critical suspicion than admiration because of his controversial decision to perform in blackface. Modest, private, and conservative in his personal life, Williams left political activism and soapbox thumping to others. More than the simple narration of a remarkable life, Introducing Bert Williams offers a fascinating window into the fraught issues surrounding race and artistic expression in American culture. The story of Williams's long and varied career is a whirlwind of inner turmoil, racial tension, glamour, and striving-nothing less than the birth of American show business.

Bert Long

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Author : Bert Long
language : en
Publisher:
Release Date : 1988

Bert Long written by Bert Long and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1988 with categories.

Bert Edwards

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Author : Patricia Sumerling
language : en
Publisher: Wakefield Press
Release Date : 2019-11-11

Bert Edwards written by Patricia Sumerling and has been published by Wakefield Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-11-11 with History categories.

Albert Augustine Edwards, usually referred to as 'Bert', was one of Adelaide's most flamboyant characters. Reputedly the illegitimate son of Charles Cameron Kingston, premier of South Australia, he was born in obscurity in the slums of Adelaide's West End in 1888. A self-made man, Bert was a city councillor, parliamentarian, and philanthropist, a friend of the poor and scourge of the establishment. He had connections and influence everywhere - in the markets, pubs, sporting clubs, churches and prisons - and soon enough he became known as the 'King of the West End'. Flash in dress and loud in manner, he brooked no opposition. Bert's future looked rosy, until 1924, when the Labor Party took office and his enemies began to stack up quickly. It all came crashing down in 1931. In a sex scandal engineered against him, Bert was imprisoned for nearly two-and-a half years for gross indecency with an underage male. And they say Adelaide was dull! Here, dark and bright, is Bert Edwards in the full biography that his colourful life deserves.