Newsletter 11 01 2019
Total Page:16
File Type:pdf, Size:1020Kb
Load more
Recommended publications
-
January 2021
Acts November 2019 - January 2021 The Limelight Club is an exclusive adult only venue that combines great food with dazzling entertainment – a feast for all the senses! The surroundings are sumptuous and you can expect a lively and enjoyable evening in the company of a well known artiste, that you won’t see anywhere else on the ship. Cruise Number Dates Acts 8 - 10 Nov Claire Sweeney | 11 - 14 Nov La Voix | 15 - 17 Nov Cheryl Baker B931 8 - 22 Nov 2019 18 - 21 Nov 4 Poofs and a Piano 22 Nov 4 Poofs and a Piano | 23 - 25 Nov Beverley Craven | 26 - 27 Nov Michael Starke B932 22 Nov - 6 Dec 2019 28 Nov - 2 Dec John Partridge | 3 - 5 Dec Cheryl Baker 6 Dec Cheryl Baker | 7 - 9 Dec Suzanne Shaw | 10 - 11 Dec Chesney Hawkes B933 6 - 20 Dec 2019 12 - 13 Dec Siobhan Phillips | 14 - 16 Dec Molly Hocking | 17 - 19 Dec John Partridge 20 Dec John Partridge | 21 - 23 Dec Eric & Ern | 24 - 27 Dec Chesney Hawkes B934 20 Dec 2019 - 3 Jan 2020 28 - 30 Dec Suzanne Shaw | 31 Dec - 2 Jan Molly Hocking 3 - 6 Jan Ray Quinn | 7 - 9 Jan Claire Sweeney | 10 - 13 Jan Eric & Ern B001 3 - 17 Jan 2020 14 - 16 Jan 4 Poofs and a Piano 17 - 19 Jan 4 Poofs and a Piano | 20 - 24 Jan Claire Sweeney | 24 - 27 Jan Gareth Gates B002 17 - 31 Jan 2020 28 - 30 Jan Ben Richards 31 Jan Ben Richards | 1 - 3 Jan Shaun Williamson | 4 - 7 Feb La Voix B003 31 Jan - 14 Feb 2020 8 - 11 Feb Chesney Hawkes | 12 - 13 Feb 4 Poofs and a Piano 14 - 16 Feb 4 Poofs and a Piano | 17 - 21 Feb Gareth Gates | 22 - 24 Feb Ross King B004 14 - 28 Feb 2020 25 - 27 Feb Shaun Williamson 28 Feb Shaun Williamson -
Olly Murs Bethzienna Dating
Mar 30, · The Voice coach Olly Murs was blasted for his "outrageous" flirting with a The Voice contestant tonight. Bethzienna returned to the competition after . Mar 23, · The Voice UK coach Olly Murs was left a little hot under the collar during tonight's (March 23) show. Sir Tom Jones' vocalist Bethzienna Williams took to the stage in the final round of the Author: Dan Seddon. Olly Murs net worth. With five albums and a very lucrative presenting career, there's no doubt that Olly has raked in the cash. In , Caroline Flack’s friend was said to be worth a huge £ May 27, · OLLY Murs is probably best known for being a judge on The Voice – but it was The X Factor that transformed the cheeky chappy Essex boy into a . Mar 09, · Olly Murs dating: Olly was linked to Melanie Sykes (Image: GETTY) The pair were introduced through a mutual friend before bonding over Mel’s . Nov 14, · Olly Murs and Melanie Sykes have been dating secretly for almost a year. But they have enjoyed a string of hush-hush dates at each other’s houses after . Dec 15, · In a one-off musical special, Olly Murs is hosting 'Happy Hour with Olly Murs' in a local Essex pub and is joined by Jennifer Hudson to perform a rendition of Olly’s song ‘Up’. Apr 06, · The remaining contestants will battle it out in front of coaches Jennifer Hudson, Sir Tom Jones, Olly Murs and renuzap.podarokideal.ru Bethzienna Williams will sing her heart out in a bid to be crowned the winner. -
Exploiting Unlabelled Data for Relation Extraction
EXPLOITING UNLABELLED DATA FOR RELATION EXTRACTION A THESIS SUBMITTED TO THE UNIVERSITY OF MANCHESTER FOR THE DEGREE OF DOCTOR OF PHILOSOPHY IN THE FACULTY OF SCIENCE AND ENGINEERING 2020 Thy Thy Tran Department of Computer Science Contents Abstract 11 Declaration 13 Copyright 14 Acknowledgements 15 Acronyms and Abbreviations 16 1 Introduction 18 1.1 Motivation................................ 18 1.2 Research Questions, Hypotheses and Objectives............ 20 1.3 Contributions.............................. 22 1.4 Dissertation Outline and Publications................. 23 2 Background 26 2.1 Introduction: Relation Extraction.................... 26 2.1.1 Related Concepts........................ 27 2.1.2 Relation Extraction Tasks................... 28 2.1.3 Datasets............................. 29 2.1.4 Evaluation Metrics....................... 31 2.2 Related Work on Relation Extraction.................. 34 2.2.1 Early Systems and Classical Machine Learning........ 34 2.2.2 Neural Networks and Deep Learning............. 37 2.3 Features for Relation Extraction.................... 42 2.3.1 Linguistic Features....................... 43 2.3.2 Word Representations..................... 45 2.3.3 External Resources....................... 51 3 2.4 Neural Components for Relation Extraction.............. 52 2.4.1 Convolutional Neural Networks................ 53 2.4.2 Recurrent Neural Networks.................. 54 2.4.3 Graph Neural Networks.................... 57 2.4.4 Attention Mechanisms..................... 58 2.4.5 Pretrained Models...................... -
One-Shot to Weakly-Supervised Relation Classification Using Language Models
Automated Knowledge Base Construction (2021) Conference paper One-shot to Weakly-Supervised Relation Classification using Language Models Thy Thy Tran1∗ [email protected] Phong Le2 [email protected] Sophia Ananiadou1;3 [email protected] 1National Centre for Text Mining, The University of Manchester, Manchester, United Kingdom 2Amazon Alexa, Cambridge, UK 3The Alan Turing Institute, London, United Kingdom Abstract Relation classification aims at detecting a particular relation type between two entities in text, whose methods mostly requires annotated data. Data annotation is either a manual process for supervised learning, or automated, using knowledge bases for distant learning. Unfortunately, both annotation methodologies are costly and time-consuming since they depend on intensive human labour for annotation or for knowledge base creation. With recent evidence that language models capture some sort of relational facts as knowledge bases, one-shot relation classification using language models has been proposed via matching a given instance against examples. The only requirement is that each relation type is associated with an exemplar. However, the matching approach often yields incorrect predictions. In this work, we propose NoelA, an auto-encoder using a noisy channel, to improve the accuracy by learning from the matching predictions. NoelA outperforms BERT matching and a bootstrapping baseline on TACRED and reWiki80. 1. Introduction Relation classification (RC)1 detects the connection type between two entities in text such as place of birth between \Murat Kurnaz" and \Germany", Figure1. It is crucial for downstream applications such as knowledge base construction [Ji and Grishman, 2011] and question answering [Xu et al., 2016]. Most work in RC relies on either manually- or automatically-annotated data using knowledge bases (KBs) [Zhang et al., 2017, Mintz et al., 2009, Riedel et al., 2010]. -
Highlights 2020 New Drama Des
Highlights 2020 New Drama Des Press Contacts Rich Cain 0207 836 3030 [email protected] Picture Contact Patrick Smith 020 7157 3044 [email protected] Production Details Des is written by Luke Neal and developed by Luke Neal and Lewis Des is a true-crime drama focusing on one of the most Arnold based on material from the infamous criminal cases in UK history – Dennis Nilsen. book Killing for Company by Brian Masters. The series is Directed by Referred to as the ‘kindly killer’, Nilsen (David Tennant) was a local civil servant who Lewis Arnold, Produced by David spent five years murdering boys and young men he met on the streets of Soho, London Meanti and Executive Produced by from 1978 to 1983. He would meet and befriend these men before offering them Willow Grylls, Kim Varvell, Charlie food or lodgings for the evening back at his North London flat. His victims were often Pattinson and Elaine Pyke for New homeless or living off grid, having slipped through the cracks of 1980s society and Pictures, Polly Hill for ITV and were therefore welcoming of this stranger’s apparent generosity. When he was finally caught on 9th February 1983, Nilsen had murdered as many as 15 men over a period of Lewis Arnold, Luke Neal and David five years, making him Britain’s most prolific serial killer of the time. Tennant. After his arrest, Nilsen was astonishing in his honesty: initially admitting outright to all 15 murders in the police car outside his flat. But infuriatingly for the investigating detectives, he couldn’t remember any of his victims’ names. -
Danielle Lloyd
MEGHAN’S SECRET BIRTH PLAN FIRST FOR CELEBRITY NEWSEWS ISSUE 1182 ● APRIL 23 2019 ● £2.20 WEEKLYWEEKKLLY WEDDING EXCLUSIVE DANIELLE LLOYD MARRIES MICHAEL THE DUCHESS BREAKS FROM O’NEILL TRADITION AS SHE PREPARES IN DUBAI FOR HER NEW ARRIVAL ‘THIS RELATIONSHIP IS SO DIFFERENT TO ANYTHING I’VE HAD BEFORE – IT’S FOREVER’ PICTURES & INTERVIEW INSIDE CORONATION STREET’S BEVERLEY CALLARD THE VERSION OF THIS EDITION WAS CURRENT AT THE TIME OF GOING TO PRESS – OTHER , VERSIONS OF THIS ISSUE MAY BE DISTRIBUTED, THE CONTENTS OF WHICH MAY VARY OPENS UP ABOUT LOVE FROM THE CONTENTS OF THIS MAGAZINE Export £2.60/€4.90 COPING WITH DEPRESSION & t Esp/Por €3.80 t Italy €4.80 t Auz $7.99 inc FINALLY FINDING HAPPINESS GSTt CDN $7.99 t ROI €3.19 t NL €4.75 t FR €3.80 t Aus €6.10 EXCLUSIVE INTERVIEW & PICTURES t Malta €4.25 t Ger €5.30 25% off all Tu Clothing* ends Monday 22 April www.tu.co.uk *Offer valid from Tuesday 16th to Monday 22nd April. While stocks last. Selected stores & online. Selected brands excluded. CONTENTS NEWSAND INTERVIEWS ISSUEAPRIL DANIELLE LLOYD and MICHAEL O’NEILL tie the knot in an intimate beach ceremony in Dubai, surrounded by friends and family ongratulations to BILLIE FAIERS sizzles in the sun on her Danielle Lloyd who has fun-filled family holiday found her ‘happily ever STACEY SOLOMON’s day out with her sons after’ with electrician TV royalty and actual CMichael O’Neill. The couple royalty collide at the star- – who share one-year-old son studded Olivier Awards Ronnie – recently cemented ROD STEWART looks their love with a picture-perfect every inch the proud dad wedding in Dubai.