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Presenterat från www.cupmate.nu




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The questions parents want answers to before sending children back to school

As the Government prepares to announce how and when the coronavirus lockdown will be relaxed, parents have put forward the questions they want answers to before they send their children back to school




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Edison Research To Present Webinar On 2020 'Moms & Media Report' On Thursday

EDISON RESEARCH will present data from its annual "Moms & Media Report" in a webinar on THURSDAY (5/7) at 2p (ET). The presentation will be given by VP MELISSA DECESARE and will … more




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RTDNA, Freedom Forum 'Local Broadcasters Town Hall' Seeks Presenters To Talk About Their Stations' Efforts To Address Pandemic

The RADIO TELEVISION DIGITAL NEWS ASSOCIATION and FREEDOM FORUM Power Shift Project are holding a "Local Broadcasters Town Hall" online on MAY 27th to highlight the work being done … more




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RAB 'Open For Business' Live Video Series Offers Presentation By Entercom's Jennifer Morrelli On Audience Engagement

The RADIO ADVERTISING BUREAU's next webinar in its "Business Unusual" program's "Open for Business" series, “Creating Audience Engagement,” will … more




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TopLine By Futuri Presents Nielsen Audio April '20 PPMs Released Monday

NIELSEN AUDIO PPM APRIL '20 MONTHLY results arrive MONDAY, MAY 11th for NEW YORK; LOS ANGELES; CHICAGO; SAN FRANCISCO; DALLAS; HOUSTON; PHILADELPHIA; ATLANTA; NASSAU-SUFFOLK; … more




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Nielsen Holdings Files Initial Form 10 Registration Statement For Proposed Spin-Off Of Global Connect Business

NIELSEN HOLDINGS has filed an initial Form 10 Registration Statement with the U.S. SECURITIES AND EXCHANGE COMMISSION in connection with the Company's proposed separation of the NIELSEN … more




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TopLine By Futuri Presents Nielsen Audio March '20 Ratings Released Today

NIELSEN AUDIO MARCH '20 results arrive TODAY for SYRACUSE; AKRON; MONTEREY-SALINAS-SANTA CRUZ; and CHARLESTON, SC. Find the ratings for the subscribing stations in the ALLACCESS.COM … more




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The Lumineers Present ‘Colorado Gives Back’ Live Stream Benefit

COLORADO-based THE LUMINEERS are presenting TODAY (5/8) COLORADO GIVES BACK, a live stream benefit concert from 1-4p MT for the COLORADO RESTAURANT WORKERS and NATIONAL MUSIC COMMUNITY. The … more




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KSAN (107.7 The Bone)/San Francisco's Lamont & Tonelli Hire Lori Lewis Media To Handle Social Media Presence

CUMULUS Classic Rock KSAN (107.7 THE BONE)/SAN FRANCISCO morning show LAMONT & TONELLI have hired LORI LEWIS MEDIA as social media consultant. LAMONT HOLLYWOOD said that LEWIS will guide … more




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Metallica's Lars Ulrich Sends Message To Fans on SiriusXM's Mandatory Metallica Channel

BLACKENED/Q PRIME rockers METALLICA and drummer LARS ULRICH have reached out to fans with  a message of encouragement on the band’s new SIRIUSXM  MANDATORY METALLICA … more




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Fearless Records Presents Livestream Event 'Fearless At Home'

FEARLESS RECORDS is presenting a livestream event called "FEARLESS AT HOME" this SATURDAY, MAY 9th at 3p (ET), featuring acoustic performances from FEARLESS artists like ICE NINE … more




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TopLine By Futuri Presents Nielsen Audio March '20 Ratings Released Today

NIELSEN AUDIO MARCH '20 results arrive TODAY for DES MOINES; COLORADO SPRINGS; MOBILE; WICHITA; and SPOKANE. Find the ratings for the subscribing stations in the ALLACCESS.COM NIELSEN … more




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TopLine By Futuri Presents Nielsen Audio March '20 Ratings Released Today

NIELSEN AUDIO MARCH '20 arrive TODAY for CHATTANOOGA; MADISON; HUNTSVILLE, AL; and JACKSON, MS. Find the ratings for the subscribing stations in the ALLACCESS.COM NIELSEN AUDIO  … more




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88rising Presents Asia Rising Forever Live Stream

88RISING presented ASIA RISING FOREVER, an online live stream fundraising festival last night (5/6) featuring performances by many of their artists and other ASIAN recording acts from around … more




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Los médicos de la ciudad de Nueva York observaron diferentes presentaciones cardiovasculares del COVID-19; impacto de alguna ecv preexistente

DALLAS, 4 de abril del 2020 — El día de ayer, se publicó una investigación en Circulation, la revista insignia de la American Heart Association, cuyo objetivo es ayudar a generar aún más conciencia sobre las manifestaciones cardiovasculares del ...




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Framework on how to safely resume essential cardiovascular diagnostic and treatment care during the COVID-19 pandemic, from the AHA and 14 North American cardiovascular societies

AHA COVID-19 newsroom     DALLAS, May 4, 2020 — The American Heart Association, together with 14 cardiovascular societies in North America, today issued joint guidance, “Safe Reintroduction of Cardiovascular Services during the COVID-19 Pandemic:...




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4 Things to Consider While Designing Minimalist Presentation Design

Creating a presentation is one of the best ways to convey information to a wide audience in an easy-to-follow manner. Such presentations are often made using attractive and unique designs to help draw-in viewers. One style that has remained popular among presentation designers throughout the years is “minimalist” presentations. Minimalist presentations rely on the concept...




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This Bakery Turns Internet Trolls’ Insults Into Delicious Cakes, And Sends Them Back To Trolls

The New York City-based company Troll Cakes touts itself as a bakery/detective agency that can not only bake a chocolate...




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Vinton-Shellsburg senior golfers join coronavirus fight in New Jersey as nurses

Carli Lang and Lillie Lamont loaded up Lang’s Chevy Impala and pulled away as their families waved goodbye, shrinking in the rearview mirror. The Vinton-Shellsburg seniors weren’t...




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Xavier senior athletes feel the pain, but enjoy the memories

CEDAR RAPIDS — One moment has the potential to change a person’s life in either a positive or a negative way. This holds true for high school athletes involved in spring sports. Gov/...




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Best sports movies: ‘Goal! The Dream Begins’ presents a modern American dream

Editor’s note: The Gazette sports staff has compiled lists of its top 15 favorite sports movies. Each day, a different staffer will share some insight into one of their favorites. Some of them...




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Xavier senior Kaiden Cuevas turns injuries into possible career

CEDAR RAPIDS — Xavier senior Kaiden Cuevas dedicated a majority of his life to sports, but after three different knee injuries he has decided to stop playing and focus on training other...





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How to Sell Online Courses with Sensei LMS

Any business can increase revenue with online courses. No physical contact required! Here are the 4 tools you’ll need to get started fast & generate sales!

The post How to Sell Online Courses with Sensei LMS appeared first on WooCommerce.




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John "Johnny" Bjornsen

JOHN "JOHNNY" BJORNSEN Cedar Rapids

John "Johnny" Bjornsen, 68, passed away Saturday, May 2, 2020, after a brief battle with COVID-19. John was born in 1951 to John and Lucille Bjornsen in Cedar Rapids. He attended Harrison, Roosevelt and Jefferson schools and graduated in 1970. Shortly after graduation, he joined the Army and served two years in South Korea. In his earlier working years, he was employed by Harnischfeger and General Mills. In his later years, he did volunteer work for a few organizations, including Horizons. John was an avid bicycle rider and enjoyed going to garage sales, usually with Sheree. He is survived by his daughter, Christie Bjornsen of Davenport; two sisters, Linda Cornelius of Clinton and Sheree Bjornsen of Cedar Rapids; nieces Hollie Bjornsen of Cedar Rapids and Cadence Cornelius (Eli) of St. Paul; and long-term friend, Donna Miller of Marion. A memorial of life and family gathering will be held at a later date to be announced. To share a thought memory or condolence with his family, please visit the funeral home website at www.gayandciha.com. Johnny will be missed by all who knew him.




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Veryl Ardis Hansen

VERYL ARDIS HANSEN
Cedar Rapids


Veryl Ardis Hansen passed away Wednesday morning, May 6, 2020. A private family service will be held for Veryl at St. Andrews Lutheran Church in Cedar Rapids. She will be buried in Memorial Park Cemetery in Mason City beside her mother and father.
Arrangements are being handled by Cedar Memorial
of Cedar Rapids.
She is survived by her husband, Richard Hansen;
her four children, Daniel, Andrew, Jane and Jill; and a granddaughter, Christine.
She was preceded in death by her mother, Viola Sorensen; father, Harry Sorensen; and brother, Charles Sorensen.
Born Veryl Ardis Sorensen on April 27, 1928, she grew up on a farm between Thornton and Swaledale, Iowa. She graduated from Swaledale High School in 1945. She attended Wartburg College in 1945-46 and graduated from St. Mary's School of Nursing, Rochester, Minn., in 1949. She worked for St. Luke's Hospital in Cedar Rapids, later in her career she worked as a visiting nurse. While dedicating her life to nursing, she raised four children and pursued numerous interests. She had a lifelong passion for music which she passed on to her children. She also loved the outdoors and wilderness areas. The family regularly took camping trips to parks in the western states, canoed Iowa rivers, and visited the Boundary Waters wilderness area in Minnesota many times. Later, Veryl and Richard continued their travels including a tent trip to Alaska. They also visited Germany, Korea, Japan and China.
Online condolences may be left for the family at www.cedarmemorial.com.




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Georgia Lauridsen Gray

INDEPENDENCE
Georgia Lauridsen Gray, 89, died Thursday, May 7, 2020. White Funeral Home, Independence.




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Greenfield: Iowa needs a senator who understands tough times

Growing up on the Greenfield family farm outside a little town of 500, we worked hard and learned to look out for one another.

I’ve visited with folks in every corner of Iowa during my U.S. Senate campaign. The people I hear from want the dignity of providing for their families, and to know they can get a hand up when they need it. Now, as the coronavirus threatens our communities and Washington seems more focused on pointing fingers than getting results, Iowans want to know that we can get through this and come out stronger in the end. I’ve been through tough times, and I know from my own life that the only way we get through is by pulling together.

I was 24 when my first husband, an electrical worker, was killed in a workplace accident. Social Security and hard-earned union benefits helped me get back on my feet and pursue a career where I could support my two young sons. I’ll fight to protect and strengthen Social Security so every Iowan can get that same hand up.

So, I know what it’s like to have a loved one not come home from work. When I hear about workers having to choose between staying home safely or earning a paycheck, I say no way. Since March, I’ve put out two plans calling for more testing, personal protective equipment, paid sick leave, premium pay, and stronger protections for our front-line workers.

I also believe health care is a right — not a privilege. This shouldn’t be partisan.

As a businesswoman and a mom, I know the tough decisions our small businesses and families are making right now. That’s why I’ve called for more urgent economic aid and faster help for our small businesses and workers — not more bailouts for corporate CEOs. We also need a robust infrastructure plan and to invest in more skills training to create opportunity in all of our hometowns.

None of this will happen unless we make Washington work more like we do by ending political corruption. I’m not taking a dime of corporate PAC money and I will work to overturn Citizens United, and ban dark money and corporate PACs.

Sen. Joni Ernst broke her promise to be different. Instead, she’s voted with Mitch McConnell and her corporate PAC donors for tax breaks to corporations and the wealthiest — while hardworking Iowans fall further behind.

Iowans deserve a senator who shares their grit and their resolve, who will carry the fight for our small towns and our working families in her heart. It’s how we get through this pandemic and how we create more opportunity for our state. In the Senate, I’ll never forget where I’m from or who I’m fighting for, and I’ll always put Iowa first.

Theresa Greenfield is a candidate in the Democratic primary for U.S. Senate.




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Phinney: County needs common sense, smarter government

I have been a Johnson County resident since 1977. I grew up in Clear Lake, a small farming community in North Central Iowa. I came to Iowa City after being recruited by Dan Gable to wrestle for the University of Iowa Hawkeye wrestling team and placed 3rd place in the 1980 NCAA Division I.

I met my wife Teresa and we settled in Iowa City. I have two children, Melissa, 36, and Anthony, 25; and grandchildren Emma, 9, Ellie and Emilia, 4-month-old twin girls, and Jack, who passed two just before his 2nd birthday. I am a cancer survivor and support cancer research and patient support.

I was a maintenance supervisor at the old Cantebury Inn, I owned and operated Advance Property Management for 23 years and drove a school bus for First Student, Inc. While working at First Student I was one of the driving forces in the campaign for the workers to unionize with the Teamsters. I was asked to join the Teamsters as a full-time organizer after the campaign, which I did for 13 years. I found my calling as an organizer because I was able to help others stand up for themselves and really change their lives.

I made the decision to run for Johnson County supervisor because we need to bring some common sense back to Johnson County government, and run a smarter government that works for all. The supervisors need to oversee the county departments better to stop wasting county funds paying settlements to individuals because of illegal action by department employees. Rules are for everyone and if you work outside the rules there will be costs and consequences.

I want to bring new blood to the board as well as new ideas. County supervisor is a public service position of honor and trust. Being a supervisor is about following through on jobs you were elected to do for the people. The supervisors need to finish jobs that they started but never completed. You should never leave a job half done!

I hope the voters agree the Johnson County Board of Supervisors need to answer to the public for their actions and their employees. We can no long just “sweep issues under the rug.”

Dean Phinney is a candidate in the Democratic primary for Johnson County Board of Supervisors.




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Iowa’s senior care workers need our support

COVID-19 is a brutal villain, infecting millions and taking more than 185,000 lives worldwide, just over 100 of which were Iowans at the time of this writing. In the face of this, Iowans are showing the strength of their character. Individual acts of courage have become everyday occurrences. Nowhere is this truer than in our state’s long-term care centers.

The threat facing those in long-term care is unprecedented. Because many who are infected remain asymptomatic, efforts to prevent the virus from being introduced into facilities has proved difficult. Once the virus is introduced, it is hard to impede its spread — and virtually impossible without enhanced testing capabilities and more personal protective equipment (PPE) than we have access to today.

Long-term care providers have taken unprecedented steps to protect their residents, including prohibiting non-essential visitors in early March. Unfortunately, even with these measures and following guidance from the Centers for Medicare and Medicaid Services, the Centers for Disease Control and Prevention and other public health officials, more than 3,600 long-term care facilities nationwide have been impacted by the virus, including 13 in Iowa.

Yet, in the face of this challenge, our long-term care workers are performing with a valor we have not seen during peacetime in a generation; maybe two.

While many of us are hunkered down in our homes teleworking and spending time with our families, these caregivers are leaving their families to provide care for the loved ones of others. What these caregivers are doing and what they are sacrificing is remarkable. We owe them our gratitude, and we owe them our best efforts to address their critical needs.

Adequate PPE and routine testing for long-term care are paramount. While there has been significant attention paid to providing hospitals with PPE, it is imperative we not overlook those working in long-term care.

More than 70% of long-term care facilities nationwide report they lack enough PPE. This not only puts our caregivers at risk, it also puts the people they care for at greater risk. Preventing the introduction of the virus and containing its spread in nursing homes and assisted living facilities is one of the most important things we must do to relieve pressure on hospitals now.

Testing is a critical area where more support is needed. There are protocols in place to limit the spread of the virus once it is in a facility, including establishing isolation wings where those who have the virus are kept apart from the rest of the residents and are cared for by staff who do not interact with those in the rest of the building. But the virus leaves many of those infected without symptoms, these steps cannot be effectively implemented without broader testing.

We applaud Gov. Kim Reynolds’ recent action to broaden testing for some of Iowa’s long-term care staff. Equally important is the plan to address potential staff shortages which may result from expanded testing. Since a test result only captures an individual’s infection status for a fixed period of time, long-term care staff and residents must be prioritized at the highest level to receive ongoing testing to effectively identify infections and respond as early as possible.

Those one the front lines of this fight need the tools to confront, contain and ultimately defeat the virus. There is reason to be hopeful. Even though residents of long-term care are particularly at risk, most recover from the virus. Caregivers can do even more amazing work if we get them the tools they need: protective equipment, testing and staffing.

It is time to rally around our long-term care residents and staff, and give them the support they need and deserve.

Brent Willett is president and CEO of the Iowa Health Care Association.




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5 Essential Tools For Website Design Optimization

There are several essential tools development teams can utilize to optimize their website design. Web design can be a complex, challenging process. However, it is vital to obtaining adequate performance results. Luckily, there are dozens of digital resources available that help navigate you through your website design process. The best web design tools improve your […] More




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GOP senators want guest worker visas held up

Four Republican senators closely allied with President Donald Trump are urging him to suspend all new guest worker visas for 60 days, and to suspend other types of worker visas including those for advanced skills sought by the technology industry, until unemployment in the United States “has returned to normal levels.”

The senators, who include Iowa’s Chuck Grassley, said that Trump’s April 22 order suspending most immigrant visas for 60 days doesn’t go far enough.

While Trump suspended the issuing of new green cards for would-be U.S. permanent residents, they want visas affecting skilled workers, agriculture workers and others to face curbs.

“Given the extreme lack of available jobs for American job-seekers as portions of our economy begin to reopen, it defies common sense to admit additional foreign guest workers to compete for such limited employment,” wrote the senators, who also include Tom Cotton of Arkansas, Ted Cruz of Texas and Josh Hawley of Missouri.

The letter was reported earlier by Politico.

The letter from some of the Senate’s most prominent immigration hard-liners could put new pressure on the president to expand his executive order, which drew criticism from business, civil rights and immigrant rights groups who said it would keep companies from hiring critical workers and could prevent family reunification.

The president said at the time there would be carve-outs for migrant agricultural workers, and promised to make it even easier for farmers rebounding from the coronavirus crisis to hire labor from other countries.

The order exempts individuals seeking to permanently enter the country as a medical professional or researcher, as well as members of the armed forces, those seeking asylum or refugee status, and children being adopted by American parents.

In their letter, the senators said Trump should go much further by suspending all new guest worker visas for 60 days.

“Exceptions to this suspension should be rare, limited to time-sensitive industries such as agriculture, and issued only on a case-by-case basis when the employer can demonstrate that they have been unable to find Americans to take the jobs,” they wrote.

After the 60 days, they said, Trump should continue to suspend new non-immigrant guest workers for one year or until U.S. unemployment returns to “normal levels.”

That should include H-1B visas for highly skilled workers in the technology and other industries, H-2B visas for non-agricultural seasonal workers and those in the Optional Practical Training Program that extends visas of foreign students after they graduate.

About three-quarters of H-1B visas go to people working in the technology industry, though the exact levels vary year by year.

They also called on Trump to suspend the EB-5 immigrant visa program “effective immediately,” calling it “plagued by scandal and fraud” and in need of change.

EB-5 visas allow immigrant investors to qualify for a green card by investing at least $900,000 in a business that will employ at least 10 Americans.



  • Nation & World

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Presence 2.0: Beaver Builder Integration, Dark Skin & More!

Great news for the users of Presence — our multipurpose theme. We have finally released the long-awaited 2.0 version, which features major changes and improvements. What’s new in Presence 2.0? Beaver Builder Integration Dark Skin New Demo: Organic Shop New Typography and Colors options in the Customizer New Templates in Page Builder Beaver Builder Integration If you have followed recent […]




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5 Essential git Commands and Utilities

For many of us, git and GitHub play a huge role in our development workflows. Whenever we have a tool that we need to use often, the more fine-tuned we can make that tool, the faster we can get things done. The following are five git commands or helpers that can make your developer life […]

The post 5 Essential git Commands and Utilities appeared first on David Walsh Blog.




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Cell Phones for Seniors: Stay Independent, Stay Safe

GPS is a must in any cell phone for seniors. It’ll help them get their bearings when they’re lost via GPS navigation and maps and it’ll help you (or emergency services). Cell Phones for Seniors



  • Senior Phones and Plans
  • senior cell phone plans

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James Hansen’s Climate Bombshell: Dangerous Sea Level Rise Will Occur in Decades, Not Centuries

By Lauren McCauley Common Dreams Even scientists who question findings say ‘we ignore James Hansen at our peril.’ Dr. James Hansen, the former NASA scientist who is widely credited with being one of the first to raise concerns about human-caused … Continue reading




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What Are The Essential Tools For Painting?

Painting a room can be a scary venture. Once you have got chosen on the unused color for the room, you’re prepared to begin. Maler has prepared a list of necessary equipment you may need during...




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Loosening the Caregiver's Grip

It happens slowly, like that metaphorical frog you’ve heard about. Possessiveness and controlling behavior in TBI caregivers is something that creeps up on you, and I suspect it is common — not because people are trying to be annoying, but because they care so much and want to see that their loved one is treated well in every respect.




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5 Essentials To Create Your Own Website Presence

Only a website that has a well-established presence can stand out on the internet. Business owners and individuals hire web designers like yourself to create website presences for them. In order to prove yourself, you need to establish your own presence online first. Get to the point where you can showcase your own website during […]

The post 5 Essentials To Create Your Own Website Presence appeared first on Bittbox.





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The Internet is an Essential Service

“You can consult canada.ca/coronavirus to get the best updated information about the spread of the virus.” – Justin Trudeau, April 3rd, 2020 A daily mantra rings out from government officials around the world: The call to visit official websites to get the latest information on the COVID-19 pandemic and to access essential services. Yet to many constituents accessing […]

The post The Internet is an Essential Service appeared first on MOR10.




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How to Send SMS Notifications From WordPress (Step by Step)

Want to send SMS messages to your WordPress users? With automated SMS notification, you can keep your customers updated by sending order notification, shipment delivery status, cancellation notification, and more. In this article, we’ll show you how to send SMS messages to your WordPress users with ease. Sending Automated SMS Messages From WordPress SMS messages […]

The post How to Send SMS Notifications From WordPress (Step by Step) appeared first on IsItWP - Free WordPress Theme Detector.



  • WordPress Tutorials
  • send sms messages
  • send sms messages to wordpress users
  • send sms to wordpress users
  • sms messages to wordpress users

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Representations of the Infinite-Dimensional $p$-Adic Affine Group. (arXiv:1906.08964v2 [math.RT] UPDATED)

We introduce an infinite-dimensional $p$-adic affine group and construct its irreducible unitary representation. Our approach follows the one used by Vershik, Gelfand and Graev for the diffeomorphism group, but with modifications made necessary by the fact that the group does not act on the phase space. However it is possible to define its action on some classes of functions.




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Gabriel-Roiter measure, representation dimension and rejective chains. (arXiv:1903.05555v2 [math.RT] UPDATED)

The Gabriel-Roiter measure is used to give an alternative proof of the finiteness of the representation dimension for Artin algebras, a result established by Iyama in 2002. The concept of Gabriel-Roiter measure can be extended to abelian length categories and every such category has multiple Gabriel-Roiter measures. Using this notion, we prove the following broader statement: given any object $X$ and any Gabriel-Roiter measure $mu$ in an abelian length category $mathcal{A}$, there exists an object $X'$ which depends on $X$ and $mu$, such that $Gamma = operatorname{End}_{mathcal{A}}(X oplus X')$ has finite global dimension. Analogously to Iyama's original results, our construction yields quasihereditary rings and fits into the theory of rejective chains.




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Categorification via blocks of modular representations for sl(n). (arXiv:1612.06941v3 [math.RT] UPDATED)

Bernstein, Frenkel, and Khovanov have constructed a categorification of tensor products of the standard representation of $mathfrak{sl}_2$, where they use singular blocks of category $mathcal{O}$ for $mathfrak{sl}_n$ and translation functors. Here we construct a positive characteristic analogue using blocks of representations of $mathfrak{sl}_n$ over a field $ extbf{k}$ of characteristic $p$ with zero Frobenius character, and singular Harish-Chandra character. We show that the aforementioned categorification admits a Koszul graded lift, which is equivalent to a geometric categorification constructed by Cautis, Kamnitzer, and Licata using coherent sheaves on cotangent bundles to Grassmanians. In particular, the latter admits an abelian refinement. With respect to this abelian refinement, the stratified Mukai flop induces a perverse equivalence on the derived categories for complementary Grassmanians. This is part of a larger project to give a combinatorial approach to Lusztig's conjectures for representations of Lie algebras in positive characteristic.




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Minimal acceleration for the multi-dimensional isentropic Euler equations. (arXiv:2005.03570v1 [math.AP])

Among all dissipative solutions of the multi-dimensional isentropic Euler equations there exists at least one that minimizes the acceleration, which implies that the solution is as close to being a weak solution as possible. The argument is based on a suitable selection procedure.




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Irreducible representations of Braid Group $B_n$ of dimension $n+1$. (arXiv:2005.03105v1 [math.GR])

We prove that there are no irreducible representations of $B_n$ of dimension $n+1$ for $ngeq 10.$




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The Cascade Transformer: an Application for Efficient Answer Sentence Selection. (arXiv:2005.02534v2 [cs.CL] UPDATED)

Large transformer-based language models have been shown to be very effective in many classification tasks. However, their computational complexity prevents their use in applications requiring the classification of a large set of candidates. While previous works have investigated approaches to reduce model size, relatively little attention has been paid to techniques to improve batch throughput during inference. In this paper, we introduce the Cascade Transformer, a simple yet effective technique to adapt transformer-based models into a cascade of rankers. Each ranker is used to prune a subset of candidates in a batch, thus dramatically increasing throughput at inference time. Partial encodings from the transformer model are shared among rerankers, providing further speed-up. When compared to a state-of-the-art transformer model, our approach reduces computation by 37% with almost no impact on accuracy, as measured on two English Question Answering datasets.




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The Sensitivity of Language Models and Humans to Winograd Schema Perturbations. (arXiv:2005.01348v2 [cs.CL] UPDATED)

Large-scale pretrained language models are the major driving force behind recent improvements in performance on the Winograd Schema Challenge, a widely employed test of common sense reasoning ability. We show, however, with a new diagnostic dataset, that these models are sensitive to linguistic perturbations of the Winograd examples that minimally affect human understanding. Our results highlight interesting differences between humans and language models: language models are more sensitive to number or gender alternations and synonym replacements than humans, and humans are more stable and consistent in their predictions, maintain a much higher absolute performance, and perform better on non-associative instances than associative ones. Overall, humans are correct more often than out-of-the-box models, and the models are sometimes right for the wrong reasons. Finally, we show that fine-tuning on a large, task-specific dataset can offer a solution to these issues.