The Case for Supporting Reading for Pleasure in Secondary Schools
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Comparative Analysis of NLP Models for Google Meet Transcript Summarization
EasyChair Preprint № 5404 Comparative Analysis of NLP models for Google Meet Transcript Summarization Yash Agrawal, Atul Thakre, Tejas Tapas, Ayush Kedia, Yash Telkhade and Vasundhara Rathod EasyChair preprints are intended for rapid dissemination of research results and are integrated with the rest of EasyChair. April 28, 2021 Comparative Analysis of NLP models for Google Meet Transcript Summarization Yash Agrawal1,a) Atul Thakre1,b) Tejas Tapas1,c) Ayush Kedia1,d) Yash Telkhade1,e) Vasundhara Rathod1,f) 1) Computer Science & Engineering, Shri Ramdeobaba College of Engineering and Management, Nagpur, India a) [email protected] , +91 7083645470 b) [email protected] , +91 8956758226 c) [email protected] , +918380073925 d) [email protected] , +91 8459811323 e) [email protected] , +91 9021067230 f) [email protected], +918055225407 Abstract. Manual transcription and summarization is a cumbersome process necessitating the development of an efficient automatic text summarization technique. In this study, a Chrome extension is used for making the process of transcription hassle- free. It uses the text summarization technique to generate concise and succinct matter. Also, the tool is accessorized using Google Translation, to convert the processed text into users' desired language. This paper illustrates, how captions can be traced from the online meetings, corresponding to which, meeting transcript is sent to the backend where it is summarized using an NLP model. It also walks through three different NLP models and presents a comparative study among them. The NLTK model utilizes the sentence ranking technique for extractive summarization. Word Embedding model uses pre-trained Glove Embeddings for extractive summarization. The T5 model performs abstractive summarization using transformer architecture. -
BMJ in the News Is a Weekly Digest of BMJ Stories, Plus Any Other News
BMJ in the News is a weekly digest of BMJ stories, plus any other news about the company that has appeared in the national and a selection of English-speaking international media. This week’s (24-30 July) highlights: ● Researchers in The BMJ question whether patients should finish their course of antibiotics. The story was covered across the globe, including an interview with the author on BBC Radio 4 Today, ITV Good Morning Britain, CNN and Washington Post ● Also in The BMJ this week, a US study linking e-cigarette use to a rise in smokers quitting was covered widely, including Reuters, ABC News, CBS News and International Business Times ● A JECH study suggesting that dog ownership boosts physical activity in later life generated widespread coverage, including the New York Times, Times of India, The Asian Age and Sky News Australia BMJ Innovative Figure 1 Medical Information App – Health Professional Radio 30/7/2017 The BMJ Analysis: The antibiotic course has had its day Researchers question whether you should really finish your antibiotics – CNN 27/07/2017 Rule that patients must finish antibiotics course is wrong, study says - The Guardian 27/7/2017 BBC Radio 4 Today Programme Interview with author Tim Peto and Helen Stokes-Lampard, RCGP Chair (07.50am) 27/07/2017 Key broadcasts: BBC News Channel, BBC1 Breakfast, BBC1 London Breakfast, BBC2 Newsroom Live, BBC Radio 5 Live Breakfast, BBC Victoria Derbyshire, BBC News at One, Newsday & Newshour (BBC World Service Radio), Good Morning -
2 the Assyrian Empire, the Conquest of Israel, and the Colonization of Judah 37 I
ISRAEL AND EMPIRE ii ISRAEL AND EMPIRE A Postcolonial History of Israel and Early Judaism Leo G. Perdue and Warren Carter Edited by Coleman A. Baker LONDON • NEW DELHI • NEW YORK • SYDNEY 1 Bloomsbury T&T Clark An imprint of Bloomsbury Publishing Plc Imprint previously known as T&T Clark 50 Bedford Square 1385 Broadway London New York WC1B 3DP NY 10018 UK USA www.bloomsbury.com Bloomsbury, T&T Clark and the Diana logo are trademarks of Bloomsbury Publishing Plc First published 2015 © Leo G. Perdue, Warren Carter and Coleman A. Baker, 2015 All rights reserved. No part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopying, recording, or any information storage or retrieval system, without prior permission in writing from the publishers. Leo G. Perdue, Warren Carter and Coleman A. Baker have asserted their rights under the Copyright, Designs and Patents Act, 1988, to be identified as Authors of this work. No responsibility for loss caused to any individual or organization acting on or refraining from action as a result of the material in this publication can be accepted by Bloomsbury or the authors. British Library Cataloguing-in-Publication Data A catalogue record for this book is available from the British Library. ISBN: HB: 978-0-56705-409-8 PB: 978-0-56724-328-7 ePDF: 978-0-56728-051-0 Library of Congress Cataloging-in-Publication Data A catalogue record for this book is available from the British Library. Typeset by Forthcoming Publications (www.forthpub.com) 1 Contents Abbreviations vii Preface ix Introduction: Empires, Colonies, and Postcolonial Interpretation 1 I. -
BBC Public Complaints Responses 2016.Pdf
Archived BBC public responses to complaints 2016 BBC News, Coverage of the death of David Bowie, 12 January 2016 Complaint We received complaints from viewers and listeners who felt there was too much coverage of David Bowie’s death during BBC News programmes and bulletins. Response from BBC News David Bowie was by common consent one of our greatest pop stars who attracted a global following. He appealed across the ages and was one of the most influential musicians of his time. His death was both sudden and unexpected, his illness not revealed to anyone but a tight circle of friends. Our coverage tried to reflect his stature as a musician whose capacity for invention changed the shape of the industry, and the shock at his death around the world. Question Time, BBC One, 14 January 2016 Complaint We received complaints from viewers who felt the panel had a right wing bias. Response from Question Time Over the course of a series Question Time aims to achieve balance and hear from a range of voices. Each programme usually consists of one senior politician from both the Labour and Conservative party, as well as representatives from other political parties. The rest of the panel is made of political commentators, journalists, and other public figures that add a different perspective and represent a range of viewpoints across the series. We also aim to ensure that each episode has a divergent and broad range of views from the panel on the likely topics that our audience wish to raise. David Dimbleby moderates the debate to ensure panellists are given the opportunity to make their views known in a fair way. -
Geographical Connections
WorldWise resource pack Making geographical connections WorldWise Week: 20-24 June 2016 WorldWise Week 2016: Making geographical connections This pack of resources provide activities for students from primary to post-16 around the theme ‘Making Geographical Connections‘, to consider how we are all surrounded by geographically based connections as well as disconnections; whether they be via transport and travel or technology, or even due to flooding. Resources: How do we connect? (Early years and primary, pp. 3–5) These activities for early years and primary pupils explore what making connections means and how people connect with each other. Mapping connections (Cross-curricular, pp. 6–7) These activities use a range of maps to explore how the world is connected on a global and local scale and connections with oceans and seas. Connecting with the future (Cross-curricular, pp. 8–9) These activities consider ways we currently connect with others and how we are likely to connect in the future. Transport and travel connections (Cross-curricular, pp. 10–12) This resource looks at how transport and travel enables us to make connections, and suggests ways of getting out of the classroom. Wet, Wet, Wet – Flooding connections (Secondary, pp. 13–18) These activities investigate how flooding can result from a combination of connected factors. How do students with special educational needs connect with the world? (Cross-curricular, pp. 19–20) This resource focuses on connecting SEN students with the outside world, and can be adapted for both primary and secondary groups. How can you use this year’s WorldWise Week resource pack? These resources have been written for young people of all ages to appreciate the value of school geography. -
Dear Secretary Salazar: I Strongly
Dear Secretary Salazar: I strongly oppose the Bush administration's illegal and illogical regulations under Section 4(d) and Section 7 of the Endangered Species Act, which reduce protections to polar bears and create an exemption for greenhouse gas emissions. I request that you revoke these regulations immediately, within the 60-day window provided by Congress for their removal. The Endangered Species Act has a proven track record of success at reducing all threats to species, and it makes absolutely no sense, scientifically or legally, to exempt greenhouse gas emissions -- the number-one threat to the polar bear -- from this successful system. I urge you to take this critically important step in restoring scientific integrity at the Department of Interior by rescinding both of Bush's illegal regulations reducing protections to polar bears. Sarah Bergman, Tucson, AZ James Shannon, Fairfield Bay, AR Keri Dixon, Tucson, AZ Ben Blanding, Lynnwood, WA Bill Haskins, Sacramento, CA Sher Surratt, Middleburg Hts, OH Kassie Siegel, Joshua Tree, CA Sigrid Schraube, Schoeneck Susan Arnot, San Francisco, CA Stephanie Mitchell, Los Angeles, CA Sarah Taylor, NY, NY Simona Bixler, Apo Ae, AE Stephan Flint, Moscow, ID Steve Fardys, Los Angeles, CA Shelbi Kepler, Temecula, CA Kim Crawford, NJ Mary Trujillo, Alhambra, CA Diane Jarosy, Letchworth Garden City,Herts Shari Carpenter, Fallbrook, CA Sheila Kilpatrick, Virginia Beach, VA Kierã¡N Suckling, Tucson, AZ Steve Atkins, Bath Sharon Fleisher, Huntington Station, NY Hans Morgenstern, Miami, FL Shawn Alma, -
Caine Prize Annual Report 2015.Indd
THE CAINE PRIZE FOR AFRICAN WRITING Always something new from Africa Annual report 2015 2015 Shortlisted writers in Oxford, UK (from left): Masande Ntshanga, F.T. Kola, Elnathan John, Namwali Serpell and Segun Afolabi. The Caine Prize is supported by Sigrid Rausing and Eric Abraham Other partners include: The British Council, The Wyfold Charitable Trust, the Royal Over-Seas League, Commonwealth Writers (an initiative of the Commonwealth Foundation), The Morel Trust, Adam and Victoria Freudenheim, John and Judy Niepold, Arindam Bhattacharjee and other generous donors. Report on the 2015 Caine Prize and related activities 2015 Prize “Africa’s most important literary award.” International Herald Tribune This year’s Prize was won by Namwali Serpell from Zambia, for her story ‘The Sack’ published in Africa39 (Bloomsbury, London, 2014). Namwali Serpell’s first published story, ‘Muzungu’, was shortlisted for the 2010 Caine Prize for African Writing. In 2014, she was selected as one of the most promising African writers for the Africa39 Anthology, a project of the Hay Festival. Since winning the Caine Prize in July, Chatto & Windus in the UK and Hogarth in the US have bought world rights to her debut novel The Old Drift. For the first time in the history of the Caine Prize, the winner shared her prize money with the other shortlisted writers. Namwali Serpell next to the bust Chair of judges, Zoë Wicomb praised ‘The Sack’ as ‘an extraordinary story of the late Sir Michael Caine. about the aftermath of revolution with its liberatory promises shattered. It makes demands on the reader and challenges conventions of the genre. -
Integrating Deep Contextualized Word Embeddings Into Text Summarization Systems
Alma Mater Studiorum · Universita` di Bologna SCUOLA DI SCIENZE Corso di Laurea Magistrale in Informatica INTEGRATING DEEP CONTEXTUALIZED WORD EMBEDDINGS INTO TEXT SUMMARIZATION SYSTEMS Relatore: Presentata da: Prof. Fabio Tamburini Claudio Mastronardo Sessione I Anno Accademico 2018/2019 "Considerate la vostra semenza: fatti non foste a viver come bruti ma per seguir virtute e canoscenza" Dante Alighieri, Inferno XXVI, 116-120 Summary In this thesis deep learning tools will be used to tackle one of the most difficult natural language processing (NLP) problems: text summarization. Given a text, the goal is to generate a summary distilling and compressing information from the whole source text. Early approaches tried to capture the meaning of text by using rules written by human. After this symbolic rule-based era, statistical approaches for NLP have taken over rule-based ones. In the last years Deep Learning (DL) has positively impacted ev- ery NLP area, including text summarization. In this work the power of pointer-generator models [See et al., 2017] is leveraged in combination with pre-trained deep contextualized word embeddings [Peters et al., 2018]. We evaluate this approach on the two largest text summarization datasets avail- able right now: the CNN/Daily Mail dataset and the Newsroom dataset. The CNN/Daily Mail has been generated from the Q&A dataset published by DeepMind [Hermann et al., 2015], by concatenating sentences highlights leading to multi-sentence summaries. The Newsroom dataset is the first dataset explicitly built for text summarization [Grusky et al., 2018]. It is comprised of ∼1 million article-summary pairs having more or less degrees of extractiveness/abstractiveness and several compression ratios. -
Editorial Processes – How Bbc News Works
EDITORIAL PROCESSES – HOW BBC NEWS WORKS This document sets out the way that editorial decisions are taken in BBC News. At one level, the process is straightforward; the final decision about what to broadcast is taken by the editor of each area of output – whether it be a programme, a strand on a continuous news network or an online section. As the Neil Review of BBC Journalism reaffirmed in 2004, the editors are the “gatekeepers”. But BBC editors take the decisions they do in the context of the core BBC values that should drive all our journalism – truth and accuracy; serving the public interest; impartiality and diversity of opinion; independence; and accountability. They operate within an overarching framework of direction, guidance, policy and strategy which is set by senior management and approved and monitored by the BBC Trust (and formerly the Governors). Decision-making is a process of delegated editorial responsibility, with considerable checks and balances. Helen Boaden Director, BBC News (22nd January, 2007) The scale of BBC News The sheer scale of BBC News has a decisive impact on the way we are organized. It is like a big newspaper conglomerate with numerous titles – but publishing in different formats (radio, television and online) and catering for a range of different audiences. As of September 2006, BBC News employed just under 3,500 journalists producing 619 hours of news and weather per week on domestic radio and television, and 400 new stories a day on the website, with thousands of updates. BBC News also produces programming for BBC World and BBC World Service Radio which is commissioned by the Global Division. -
In Critical Essays on EM Forster's Mauric
Gemma Moss, ‘Women In and Out: Forster, Social Purity, and Florence Barger’ in Critical Essays on E. M. Forster’s Maurice, ed. Emma Sutton and Tsung-Han Tsai (Liverpool: Liverpool University Press: 2020).Women and contemporary women’s movements exerted a considerable influence on Maurice, even though admirable or developed female characters are conspicuously absent from the narrative. Maurice’s apparent disinterest in women has been read as evidence of Forster’s misogyny, which was one of the reasons the novel was roundly dismissed when it was posthumously published in 1971, as critics – self-identified feminists included – turned on Forster with highly gendered accusations of childishness and fantasy. 1 Admittedly, Maurice is significantly 1 For Christopher Reed, Phyllis Rose’s biography of Virginia Woolf cemented the view of Maurice – and male Bloomsbury more broadly – as ‘decidedly misogynist’. Rose, A Woman of Letters: A Life of Virginia Woolf (Oxford: Oxford University Press, 1978), p. 77. See Christopher Reed, ‘The Mouse that Roared: Creating a Queer Forster’ in Queer Forster, ed. by Robert Martin and George Piggford (Chicago and London: Chicago University Press, 1997), pp. 75–88 (p. 84). Cynthia Ozick’s review of Maurice (originally in Commentary) called it ‘a disingenuous book, an infantile book, because, while pretending to be about societal injustice, it is really about make-believe, it is about wishing; so it fails even as a tract. Fairy tales, though, are plainly literature; but Maurice fails as literature too.’ Cynthia Ozick, ‘Morgan and Maurice: A Fairy Tale’ (1971) in Art and Ardor (New York: Alfred A. Knopf, 1983), p. -
Media Nations 2020: Scotland Report
Media Nations 2020 Scotland report Published 5 August 2020 Contents Section Overview............................................................................................................ 3 The impact of Covid-19 on audiences and broadcasters .................................... 5 TV services and devices.................................................................................... 12 Broadcast TV viewing ....................................................................................... 16 TV programming for and from Scotland ........................................................... 26 Radio and audio ............................................................................................... 34 2 Overview This Media Nations: Scotland report reviews key trends in the television and audio-visual sector as well as in the radio and audio industry in Scotland. The majority of the research relates to 2019 and early 2020 but, given the extraordinary events that surround the Covid-19 pandemic, Ofcom has undertaken research into how our viewing and news consumption habits have changed during this period. This is explored in the Impact of Covid-19 on audiences and broadcasters section. The report provides updates on several datasets, including bespoke data collected directly from licensed television and radio broadcasters (for output, spend and revenue in 2019), Ofcom’s proprietary consumer research (for audience opinions), and BARB and RAJAR (for audience consumption). In addition to this Scotland report, there are separate -
Presentation by Professor Ivor Gaber
BBC: an organisation under challenge Ivor Gaber Professor of Political Journalism, University of Sussex (and former BBC journalist/producer/editor) Key Ongoing Challenges Facing BBC ➢ The changing media landscape – online/offline ➢ The changing audience ➢ Conservative Government – licence fee & beyond ➢ Brexit & Corbyn –disappointing its ‘friends’ ➢ Broadcasting to one nation or many? Most Used News Brands UK 2019 Most Trusted News Sources UK 2019 The BBC ‘mission’ and Coronavirus ➢ Inform ➢ Educate and ➢ Entertain BBC News During Coronavirus ➢ The BBC News Channel reached a total of 11.7m viewers across the entire week, which was 70 per cent higher than its average for 2019 and the channel’s biggest week since 2015. ➢ BBC TV News at Six had an average audience of 5.2m adults between Monday to Friday, 27 per cent higher than its average for last year. ➢ BBC TV News at Ten had an average of 4.1m adults, 22 per cent higher than 2019. BBC News at One and BBC Breakfast were also more than ten per cent up on last year’s figures. BBC Most Trusted for Coronavirus News ➢ The BBC has become the most-trusted news brand on coronavirus, with 61% of respondents selecting it as a reliable source of information from a list of media brands ➢ 53% of British adults are using BBC News more than before Covid-19 hit the UK – more than double the proportion of people for any other channel. Havas Media Group. (sample1500) Do you think the overall quality of media coverage of Coronavirus is...? Total % Men % Women % Under 44s Over 44s Good 41 37 45 30 49 Bad 25 31 20 37 19 Neither 25 23 26 25 25 9 8 10 8 6 YouGov 6th April, Sample size 2037 Trust in the Media UK/US Compared Key Ongoing Challenges Facing BBC ➢ The changing media landscape – online/offline ➢ The changing audience ➢ Conservative Government – licence fee & beyond ➢ Brexit & Corbyn –disappointing its ‘friends’ ➢ Broadcasting to one nation or many? Fake News and Coronavirus Contact [email protected].