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How Israel’s high-tech ‘Iron Wall’ crumbled under Hamas’s Oct. 7 attack | Visual Forensics
In December 2021, Israel’s military said a high-tech upgrade to the barrier that had long surrounded the Gaza Strip would protect nearby Israeli residents from the threat of violence from militants. The upgrade cost $1 billion and took three years to complete.
This Washington Post investigation shows how on Oct. 7, Hamas exploited vulnerabilities created by Israel’s reliance on technology at the “Iron Wall” to carry out the deadliest single assault in Israel’s history. The video details how Hamas fighters neutralized long-range cameras, sophisticated sensors and remote-control weapons — a tactic known inside the group as the “blinding plan” — to breach the high-tech fence.
The Post reconstructed the attack by analyzing hundreds of videos and photos posted online, including visuals filmed...
published: 17 Nov 2023
-
The Washington Post March
The United States Army Field Band performs one of John Philip Sousa's most famous marches, The Washington Post. Arranged by Keith Brion and Loras Schissel. Led by 1st Lt. Alexandra Borza.
http://www.armyfieldband.com
http://www.youtube.com/ArmyFieldBand
http://www.facebook.com/ArmyFieldBand
http://twitter.com/armyfieldband
https://www.instagram.com/armyfieldband/
http://www.facebook.com/thesixstringsoldiers
For more information visit our website or contact:
Educational Activities Coordinator
The United States Army Field Band
4214 Field Band Drive
STE 5330
Fort Meade, Maryland 20755-7055
#ArmyMusic #march #band
published: 21 Oct 2016
-
Democrats in House call for cease-fire
Reps. Cori Bush (D-Mo.), Delia Ramirez (D-Ill.) and Summer Lee (D-Pa.) called for a cease-fire in Gaza and the West Bank on Nov. 9. Read more: https://wapo.st/40xZhtL. Subscribe to The Washington Post on YouTube: https://wapo.st/2QOdcqK
Follow us:
Twitter: https://twitter.com/washingtonpost
Instagram: https://www.instagram.com/washingtonpost/
Facebook: https://www.facebook.com/washingtonpost/
published: 09 Nov 2023
-
Could Trump be legally barred from running for president?
Former president Donald Trump is facing 97 felony charges across four criminal cases. Could any of these potentially disqualify him from running for president? Read more: https://wapo.st/3EsvGaW. Subscribe to The Washington Post on YouTube: https://wapo.st/2QOdcqK
Follow us:
Twitter: https://twitter.com/washingtonpost
Instagram: https://www.instagram.com/washingtonpost/
Facebook: https://www.facebook.com/washingtonpost/
published: 07 Sep 2023
-
Uvalde families react to controversial Washington Post article
The Post said they wanted "to advance the public's understanding of mass killers' increasing use" of AR-15 weapons.
Read more: https://www.kvue.com/article/news/special-reports/uvalde-school-shooting/uvalde-texas-shooting-images-washington-post-families-split-over-release-of-graphic-images-in-washington-post/287-227de480-f720-406a-a237-feb0ad840242
Subscribe to our channel: https://www.youtube.com/c/kvuetv?sub_confirmation=1
You're joining us on the official YouTube channel for KVUE News in Austin, Texas. Here you will find livestreams, full interviews, KVUE Defenders specials and news videos from our award-winning team of journalists working across our newscasts – Daybreak, Midday and KVUE News at 5, 6 and 10.
Remember KVUE+ is always streaming on Roku, Apple TV or Fire TV!
* Sign u...
published: 16 Nov 2023
-
Why are the buildings in D.C. so short?
Why are the buildings in D.C. so short? The 1910 Height of Buildings Act helped mold the skyline.
published: 11 Jul 2023
-
Trump's debate non-performance review
Former president Donald Trump was noticeably absent from every Republican presidential primary debate. How did his absence pan out for him and other candidates? Read more: https://wapo.st/3u1Ml35. Subscribe to The Washington Post on YouTube: https://wapo.st/2QOdcqK
Follow us:
Twitter: https://twitter.com/washingtonpost
Instagram: https://www.instagram.com/washingtonpost/
Facebook: https://www.facebook.com/washingtonpost/
published: 10 Nov 2023
-
Graphic images from Uvalde school shooting included in Washington Post article
The Post said they wanted "to advance the public's understanding of mass killers' increasing use" of AR-15 weapons.
published: 16 Nov 2023
-
Strikes continue in Israel, Gaza
Fighting between Israel and Hamas raged on for a third day on Oct. 9, as U.S. officials said nine Americans had been killed in the violence. Read more: https://wapo.st/3rAHZzj. Subscribe to The Washington Post on YouTube: https://wapo.st/2QOdcqK
Follow us:
Twitter: https://twitter.com/washingtonpost
Instagram: https://www.instagram.com/washingtonpost/
Facebook: https://www.facebook.com/washingtonpost/
published: 09 Oct 2023
-
House elects Mike Johnson as new speaker - 10/25 (FULL LIVE STREAM)
Join live coverage with Libby Casey as the House of Representatives attempts to elect its next speaker. Rep. Mike Johnson (R-La.) was elected as the GOP speaker nominee late Tuesday, becoming the fourth Republican pick for the post since the ouster of Rep. Kevin McCarthy (R-Calif.) three weeks ago.
To win the gavel, Johnson will need a majority of the full chamber, a threshold the three previous speaker nominees have failed to achieve.
Rhonda Colvin reports from Capitol Hill and James Hohmann provides analysis in the studio. Read more: https://wapo.st/3QdeWtG. Subscribe to The Washington Post on YouTube: https://wapo.st/2QOdcqK
Follow us:
Twitter: https://twitter.com/washingtonpost
Instagram: https://www.instagram.com/washingtonpost/
Facebook: https://www.facebook.com/washingtonpost/
published: 25 Oct 2023
12:41
How Israel’s high-tech ‘Iron Wall’ crumbled under Hamas’s Oct. 7 attack | Visual Forensics
In December 2021, Israel’s military said a high-tech upgrade to the barrier that had long surrounded the Gaza Strip would protect nearby Israeli residents from ...
In December 2021, Israel’s military said a high-tech upgrade to the barrier that had long surrounded the Gaza Strip would protect nearby Israeli residents from the threat of violence from militants. The upgrade cost $1 billion and took three years to complete.
This Washington Post investigation shows how on Oct. 7, Hamas exploited vulnerabilities created by Israel’s reliance on technology at the “Iron Wall” to carry out the deadliest single assault in Israel’s history. The video details how Hamas fighters neutralized long-range cameras, sophisticated sensors and remote-control weapons — a tactic known inside the group as the “blinding plan” — to breach the high-tech fence.
The Post reconstructed the attack by analyzing hundreds of videos and photos posted online, including visuals filmed on Oct. 7 and during preparations by Hamas fighters. We reviewed videos and audio recorded on body cameras worn by militants, scoured footage from Israeli security cameras and spoke to witnesses. We also examined maps and planning documents recovered from slain Hamas fighters.
The Post found footage showing 14 separate breaches of the barrier. By comparing the footage with maps, satellite imagery and other data, reporters pinpointed where the intrusions occurred — from the Erez crossing in the north to Kerem Shalom in the south. Israel said there were around 30 breaches in all.
Training videos showing militants attacking mock-ups of Israeli compounds had been posted to social media months earlier and were visible to all. We found that Hamas had also been expanding its training camps for several years, activity that is visible in widely available online maps. Subscribe to The Washington Post on YouTube: https://wapo.st/2QOdcqK
Follow us:
Twitter: https://twitter.com/washingtonpost
Instagram: https://www.instagram.com/washingtonpost
Facebook: https://www.facebook.com/washingtonpost/
https://wn.com/How_Israel’S_High_Tech_‘Iron_Wall’_Crumbled_Under_Hamas’S_Oct._7_Attack_|_Visual_Forensics
In December 2021, Israel’s military said a high-tech upgrade to the barrier that had long surrounded the Gaza Strip would protect nearby Israeli residents from the threat of violence from militants. The upgrade cost $1 billion and took three years to complete.
This Washington Post investigation shows how on Oct. 7, Hamas exploited vulnerabilities created by Israel’s reliance on technology at the “Iron Wall” to carry out the deadliest single assault in Israel’s history. The video details how Hamas fighters neutralized long-range cameras, sophisticated sensors and remote-control weapons — a tactic known inside the group as the “blinding plan” — to breach the high-tech fence.
The Post reconstructed the attack by analyzing hundreds of videos and photos posted online, including visuals filmed on Oct. 7 and during preparations by Hamas fighters. We reviewed videos and audio recorded on body cameras worn by militants, scoured footage from Israeli security cameras and spoke to witnesses. We also examined maps and planning documents recovered from slain Hamas fighters.
The Post found footage showing 14 separate breaches of the barrier. By comparing the footage with maps, satellite imagery and other data, reporters pinpointed where the intrusions occurred — from the Erez crossing in the north to Kerem Shalom in the south. Israel said there were around 30 breaches in all.
Training videos showing militants attacking mock-ups of Israeli compounds had been posted to social media months earlier and were visible to all. We found that Hamas had also been expanding its training camps for several years, activity that is visible in widely available online maps. Subscribe to The Washington Post on YouTube: https://wapo.st/2QOdcqK
Follow us:
Twitter: https://twitter.com/washingtonpost
Instagram: https://www.instagram.com/washingtonpost
Facebook: https://www.facebook.com/washingtonpost/
- published: 17 Nov 2023
- views: 805421
2:40
The Washington Post March
The United States Army Field Band performs one of John Philip Sousa's most famous marches, The Washington Post. Arranged by Keith Brion and Loras Schissel. Led ...
The United States Army Field Band performs one of John Philip Sousa's most famous marches, The Washington Post. Arranged by Keith Brion and Loras Schissel. Led by 1st Lt. Alexandra Borza.
http://www.armyfieldband.com
http://www.youtube.com/ArmyFieldBand
http://www.facebook.com/ArmyFieldBand
http://twitter.com/armyfieldband
https://www.instagram.com/armyfieldband/
http://www.facebook.com/thesixstringsoldiers
For more information visit our website or contact:
Educational Activities Coordinator
The United States Army Field Band
4214 Field Band Drive
STE 5330
Fort Meade, Maryland 20755-7055
#ArmyMusic #march #band
https://wn.com/The_Washington_Post_March
The United States Army Field Band performs one of John Philip Sousa's most famous marches, The Washington Post. Arranged by Keith Brion and Loras Schissel. Led by 1st Lt. Alexandra Borza.
http://www.armyfieldband.com
http://www.youtube.com/ArmyFieldBand
http://www.facebook.com/ArmyFieldBand
http://twitter.com/armyfieldband
https://www.instagram.com/armyfieldband/
http://www.facebook.com/thesixstringsoldiers
For more information visit our website or contact:
Educational Activities Coordinator
The United States Army Field Band
4214 Field Band Drive
STE 5330
Fort Meade, Maryland 20755-7055
#ArmyMusic #march #band
- published: 21 Oct 2016
- views: 3916413
1:17
Democrats in House call for cease-fire
Reps. Cori Bush (D-Mo.), Delia Ramirez (D-Ill.) and Summer Lee (D-Pa.) called for a cease-fire in Gaza and the West Bank on Nov. 9. Read more: https://wapo.st/4...
Reps. Cori Bush (D-Mo.), Delia Ramirez (D-Ill.) and Summer Lee (D-Pa.) called for a cease-fire in Gaza and the West Bank on Nov. 9. Read more: https://wapo.st/40xZhtL. Subscribe to The Washington Post on YouTube: https://wapo.st/2QOdcqK
Follow us:
Twitter: https://twitter.com/washingtonpost
Instagram: https://www.instagram.com/washingtonpost/
Facebook: https://www.facebook.com/washingtonpost/
https://wn.com/Democrats_In_House_Call_For_Cease_Fire
Reps. Cori Bush (D-Mo.), Delia Ramirez (D-Ill.) and Summer Lee (D-Pa.) called for a cease-fire in Gaza and the West Bank on Nov. 9. Read more: https://wapo.st/40xZhtL. Subscribe to The Washington Post on YouTube: https://wapo.st/2QOdcqK
Follow us:
Twitter: https://twitter.com/washingtonpost
Instagram: https://www.instagram.com/washingtonpost/
Facebook: https://www.facebook.com/washingtonpost/
- published: 09 Nov 2023
- views: 1870
4:45
Could Trump be legally barred from running for president?
Former president Donald Trump is facing 97 felony charges across four criminal cases. Could any of these potentially disqualify him from running for president? ...
Former president Donald Trump is facing 97 felony charges across four criminal cases. Could any of these potentially disqualify him from running for president? Read more: https://wapo.st/3EsvGaW. Subscribe to The Washington Post on YouTube: https://wapo.st/2QOdcqK
Follow us:
Twitter: https://twitter.com/washingtonpost
Instagram: https://www.instagram.com/washingtonpost/
Facebook: https://www.facebook.com/washingtonpost/
https://wn.com/Could_Trump_Be_Legally_Barred_From_Running_For_President
Former president Donald Trump is facing 97 felony charges across four criminal cases. Could any of these potentially disqualify him from running for president? Read more: https://wapo.st/3EsvGaW. Subscribe to The Washington Post on YouTube: https://wapo.st/2QOdcqK
Follow us:
Twitter: https://twitter.com/washingtonpost
Instagram: https://www.instagram.com/washingtonpost/
Facebook: https://www.facebook.com/washingtonpost/
- published: 07 Sep 2023
- views: 26617
1:51
Uvalde families react to controversial Washington Post article
The Post said they wanted "to advance the public's understanding of mass killers' increasing use" of AR-15 weapons.
Read more: https://www.kvue.com/article/new...
The Post said they wanted "to advance the public's understanding of mass killers' increasing use" of AR-15 weapons.
Read more: https://www.kvue.com/article/news/special-reports/uvalde-school-shooting/uvalde-texas-shooting-images-washington-post-families-split-over-release-of-graphic-images-in-washington-post/287-227de480-f720-406a-a237-feb0ad840242
Subscribe to our channel: https://www.youtube.com/c/kvuetv?sub_confirmation=1
You're joining us on the official YouTube channel for KVUE News in Austin, Texas. Here you will find livestreams, full interviews, KVUE Defenders specials and news videos from our award-winning team of journalists working across our newscasts – Daybreak, Midday and KVUE News at 5, 6 and 10.
Remember KVUE+ is always streaming on Roku, Apple TV or Fire TV!
* Sign up for the KVUE newsletter: https://www.kvue.com/email
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For news tips and contact info please visit: https://www.kvue.com/contact-us
https://wn.com/Uvalde_Families_React_To_Controversial_Washington_Post_Article
The Post said they wanted "to advance the public's understanding of mass killers' increasing use" of AR-15 weapons.
Read more: https://www.kvue.com/article/news/special-reports/uvalde-school-shooting/uvalde-texas-shooting-images-washington-post-families-split-over-release-of-graphic-images-in-washington-post/287-227de480-f720-406a-a237-feb0ad840242
Subscribe to our channel: https://www.youtube.com/c/kvuetv?sub_confirmation=1
You're joining us on the official YouTube channel for KVUE News in Austin, Texas. Here you will find livestreams, full interviews, KVUE Defenders specials and news videos from our award-winning team of journalists working across our newscasts – Daybreak, Midday and KVUE News at 5, 6 and 10.
Remember KVUE+ is always streaming on Roku, Apple TV or Fire TV!
* Sign up for the KVUE newsletter: https://www.kvue.com/email
* Follow KVUE on Facebook: https://www.facebook.com/KVUEinsider/
* Follow KVUE on Twitter: https://twitter.com/KVUE
* Follow KVUE on Instagram: https://www.instagram.com/kvuenews
For news tips and contact info please visit: https://www.kvue.com/contact-us
- published: 16 Nov 2023
- views: 17766
0:58
Why are the buildings in D.C. so short?
Why are the buildings in D.C. so short? The 1910 Height of Buildings Act helped mold the skyline.
Why are the buildings in D.C. so short? The 1910 Height of Buildings Act helped mold the skyline.
https://wn.com/Why_Are_The_Buildings_In_D.C._So_Short
Why are the buildings in D.C. so short? The 1910 Height of Buildings Act helped mold the skyline.
- published: 11 Jul 2023
- views: 2699459
4:07
Trump's debate non-performance review
Former president Donald Trump was noticeably absent from every Republican presidential primary debate. How did his absence pan out for him and other candidates?...
Former president Donald Trump was noticeably absent from every Republican presidential primary debate. How did his absence pan out for him and other candidates? Read more: https://wapo.st/3u1Ml35. Subscribe to The Washington Post on YouTube: https://wapo.st/2QOdcqK
Follow us:
Twitter: https://twitter.com/washingtonpost
Instagram: https://www.instagram.com/washingtonpost/
Facebook: https://www.facebook.com/washingtonpost/
https://wn.com/Trump's_Debate_Non_Performance_Review
Former president Donald Trump was noticeably absent from every Republican presidential primary debate. How did his absence pan out for him and other candidates? Read more: https://wapo.st/3u1Ml35. Subscribe to The Washington Post on YouTube: https://wapo.st/2QOdcqK
Follow us:
Twitter: https://twitter.com/washingtonpost
Instagram: https://www.instagram.com/washingtonpost/
Facebook: https://www.facebook.com/washingtonpost/
- published: 10 Nov 2023
- views: 47317
4:19
Graphic images from Uvalde school shooting included in Washington Post article
The Post said they wanted "to advance the public's understanding of mass killers' increasing use" of AR-15 weapons.
The Post said they wanted "to advance the public's understanding of mass killers' increasing use" of AR-15 weapons.
https://wn.com/Graphic_Images_From_Uvalde_School_Shooting_Included_In_Washington_Post_Article
The Post said they wanted "to advance the public's understanding of mass killers' increasing use" of AR-15 weapons.
- published: 16 Nov 2023
- views: 5541
1:55
Strikes continue in Israel, Gaza
Fighting between Israel and Hamas raged on for a third day on Oct. 9, as U.S. officials said nine Americans had been killed in the violence. Read more: https://...
Fighting between Israel and Hamas raged on for a third day on Oct. 9, as U.S. officials said nine Americans had been killed in the violence. Read more: https://wapo.st/3rAHZzj. Subscribe to The Washington Post on YouTube: https://wapo.st/2QOdcqK
Follow us:
Twitter: https://twitter.com/washingtonpost
Instagram: https://www.instagram.com/washingtonpost/
Facebook: https://www.facebook.com/washingtonpost/
https://wn.com/Strikes_Continue_In_Israel,_Gaza
Fighting between Israel and Hamas raged on for a third day on Oct. 9, as U.S. officials said nine Americans had been killed in the violence. Read more: https://wapo.st/3rAHZzj. Subscribe to The Washington Post on YouTube: https://wapo.st/2QOdcqK
Follow us:
Twitter: https://twitter.com/washingtonpost
Instagram: https://www.instagram.com/washingtonpost/
Facebook: https://www.facebook.com/washingtonpost/
- published: 09 Oct 2023
- views: 52404
3:32:40
House elects Mike Johnson as new speaker - 10/25 (FULL LIVE STREAM)
Join live coverage with Libby Casey as the House of Representatives attempts to elect its next speaker. Rep. Mike Johnson (R-La.) was elected as the GOP speaker...
Join live coverage with Libby Casey as the House of Representatives attempts to elect its next speaker. Rep. Mike Johnson (R-La.) was elected as the GOP speaker nominee late Tuesday, becoming the fourth Republican pick for the post since the ouster of Rep. Kevin McCarthy (R-Calif.) three weeks ago.
To win the gavel, Johnson will need a majority of the full chamber, a threshold the three previous speaker nominees have failed to achieve.
Rhonda Colvin reports from Capitol Hill and James Hohmann provides analysis in the studio. Read more: https://wapo.st/3QdeWtG. Subscribe to The Washington Post on YouTube: https://wapo.st/2QOdcqK
Follow us:
Twitter: https://twitter.com/washingtonpost
Instagram: https://www.instagram.com/washingtonpost/
Facebook: https://www.facebook.com/washingtonpost/
https://wn.com/House_Elects_Mike_Johnson_As_New_Speaker_10_25_(Full_Live_Stream)
Join live coverage with Libby Casey as the House of Representatives attempts to elect its next speaker. Rep. Mike Johnson (R-La.) was elected as the GOP speaker nominee late Tuesday, becoming the fourth Republican pick for the post since the ouster of Rep. Kevin McCarthy (R-Calif.) three weeks ago.
To win the gavel, Johnson will need a majority of the full chamber, a threshold the three previous speaker nominees have failed to achieve.
Rhonda Colvin reports from Capitol Hill and James Hohmann provides analysis in the studio. Read more: https://wapo.st/3QdeWtG. Subscribe to The Washington Post on YouTube: https://wapo.st/2QOdcqK
Follow us:
Twitter: https://twitter.com/washingtonpost
Instagram: https://www.instagram.com/washingtonpost/
Facebook: https://www.facebook.com/washingtonpost/
- published: 25 Oct 2023
- views: 109833
-
Anne Heche Takes Off In Car After Crashing Into Garage | TMZ
The crash went down just after noon in the Mar Vista area of Los Angeles. Witnesses tell TMZ, she was driving a blue Mini Cooper and crashed into the garage of an apartment complex.
SUBSCRIBE: http://tmz.me/wONe5NO
About TMZ:
TMZ has consistently been credited for breaking the biggest stories dominating the entertainment news landscape and changed the way the public gets their news. Regularly referenced by the media, TMZ is one of the most cited entertainment news sources in the world.
Subscribe to TMZ on YouTube for breaking celebrity news/ gossip and insight from the newsroom staff, the best clips from TMZ on TV, Raw & Uncut TMZ video (from TMZ.com) and the latest video from TMZ Sports and TMZ Live!
We love Hollywood, we just have a funny way of showing it.
Need More TMZ?
TMZ Webs...
published: 05 Aug 2022
-
Why It’s So Hard To Become The 51st US State
Why It’s Impossible To Become The 51st US State
It's been over 60 years since Hawaii joined the United States of America back in 1959. Why is this? There's been quite a few territories trying to join the Union for decades now, so what's the hold up? And more importantly, is it even really possible?
Sources:
https://docs.google.com/document/d/1ifD9sAdXttHsxDaqLTujqDNAuwnovaNsarblKQ75aCU/edit?usp=sharing
published: 26 Jul 2022
-
emf003: Induction Disambiguation; NE model for light
Distinti disambiguates the results of the Quad Loop Experiment to show New Induction is the best fit for the phenomenon of induction
Please support Ethereal Mechanics!
Our Patreon Site:
https://www.patreon.com/Etherealmechanics
Join our Forum:
https://www.etherealmechanics.info
published: 29 Feb 2016
-
USA (disambiguation), and United States
For other uses, see US (disambiguation), USA (disambiguation), and United States (disambiguation).
Page semi-protected
United States of America
Flag Great Seal
Motto:
"In God we trust" (official)[1][2][3]
"E pluribus unum" (Latin) (traditional de facto)
"Out of many, one"
"Annuit cœptis" (Latin) (traditional)
"She/he/it approves (has approved) of the undertakings"
"Novus ordo seclorum" (Latin) (traditional)
"New order of the ages"
Anthem: "The Star-Spangled Banner"
Menu
0:00
Projection of North America with the United States in green
The Contiguous United States plus Alaska and Hawaii in green.
The United States and its territories.
The United States and its territories.
Capital Washington, D.C.
38°53′N 77°01′W
Largest city New York City
40°43′N 74°00′W
Official languages None at fe...
published: 27 Aug 2014
-
NWDS Talk - Bootleg: Chasing the Tail with Self-Supervised Named Entity Disambiguation
Presented by Laurel Orr
See more Northwest Database Society talks here:
http://db.cs.washington.edu/nwds/nwds.html
Abstract:
Named Entity Disambiguation (NED) is the task of mapping textual mentions to entities in a database. A key challenge in NED is generalizing to rarely seen entities, termed tail entities. Traditional NED systems use hand-tuned features to improve tail generalization, but these features make the system challenging to deploy and maintain. In 2018, a subset of the authors built and deployed a self-supervised NED system at a major technology company, which improved performance over its hand-tuned predecessor. Motivated to understand the core reasons for this improvement, we introduce Bootleg, a clean-slate, open-source, self-supervised NED system. In this talk, w...
published: 12 Feb 2021
-
第二次访问纽约911事件遗址
第二次访问纽约911事件遗址
#911 #遗址 #双子座大厦 #世贸中心 #纽约
published: 19 Jul 2019
-
Minutia Minute #94: Aliens! A Buying Guide + Disambiguation to the Dark Horse Comics TPBs, 1988-1999
In this video I review all Dark Horse Trade Paperback collections published between 1988-1999. And a couple between 1999-2001. And 2007-2009. But the original single issues from which the trade paperbacks were derived were all published between 1988-1999. Except the Heavy Metal Presents Alien film adaptation, which I threw in too, just for fun.
Enjoy?
published: 19 Apr 2021
-
Efficient One Pass End to End Entity Linking for Questions (Paper Explained)
How to perform full end-to-end entity linking has always been a challenging problem in NLP. The typical approach for this is to use a model to detect entities and then employ another model to perform entity disambiguation. And this paper beautifully formulates these two steps into a single neural network model.
0:00 - Ya ya ya
0:56 - What's special about this paper
2:10 - System overview
3:29 - Question & entities
6:19 - Mention detection
9:06 - Entity disambiguation
11:46 - Mention detection loss
14:09 - Entity disambiguation loss
15:45 - Datasets
16:24 - Results & discussion
22:55 - Runtime comparison
23:10 - Proof of concept
25:10 - Summary
Connect
Linkedin https://www.linkedin.com/in/xue-yong-fu-955723a6/
Twitter https://twitter.com/home
Email edwindeeplearning@gmail.com
...
published: 26 Oct 2020
-
When Cities Were Cesspools of Disease | Nat Geo Explores
Cities of the 19th century were breeding grounds for disease. Find out how poor living conditions played a role and how the discovery of the germ led to public health reforms still seen today.
➡ Subscribe: http://bit.ly/NatGeoSubscribe
➡ Watch all clips of Nat Geo Explores here: https://bit.ly/NGExplores
About National Geographic:
National Geographic is the world's premium destination for science, exploration, and adventure. Through their world-class scientists, photographers, journalists, and filmmakers, Nat Geo gets you closer to the stories that matter and past the edge of what's possible.
Get More National Geographic:
Official Site: http://bit.ly/NatGeoOfficialSite
Facebook: http://bit.ly/FBNatGeo
Twitter: http://bit.ly/NatGeoTwitter
Instagram: http://bit.ly/NatGeoInsta
When Cities ...
published: 24 May 2020
0:31
Anne Heche Takes Off In Car After Crashing Into Garage | TMZ
The crash went down just after noon in the Mar Vista area of Los Angeles. Witnesses tell TMZ, she was driving a blue Mini Cooper and crashed into the garage of ...
The crash went down just after noon in the Mar Vista area of Los Angeles. Witnesses tell TMZ, she was driving a blue Mini Cooper and crashed into the garage of an apartment complex.
SUBSCRIBE: http://tmz.me/wONe5NO
About TMZ:
TMZ has consistently been credited for breaking the biggest stories dominating the entertainment news landscape and changed the way the public gets their news. Regularly referenced by the media, TMZ is one of the most cited entertainment news sources in the world.
Subscribe to TMZ on YouTube for breaking celebrity news/ gossip and insight from the newsroom staff, the best clips from TMZ on TV, Raw & Uncut TMZ video (from TMZ.com) and the latest video from TMZ Sports and TMZ Live!
We love Hollywood, we just have a funny way of showing it.
Need More TMZ?
TMZ Website: http://tmz.me/fPrTwZt
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https://wn.com/Anne_Heche_Takes_Off_In_Car_After_Crashing_Into_Garage_|_Tmz
The crash went down just after noon in the Mar Vista area of Los Angeles. Witnesses tell TMZ, she was driving a blue Mini Cooper and crashed into the garage of an apartment complex.
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- published: 05 Aug 2022
- views: 1032765
8:40
Why It’s So Hard To Become The 51st US State
Why It’s Impossible To Become The 51st US State
It's been over 60 years since Hawaii joined the United States of America back in 1959. Why is this? There's bee...
Why It’s Impossible To Become The 51st US State
It's been over 60 years since Hawaii joined the United States of America back in 1959. Why is this? There's been quite a few territories trying to join the Union for decades now, so what's the hold up? And more importantly, is it even really possible?
Sources:
https://docs.google.com/document/d/1ifD9sAdXttHsxDaqLTujqDNAuwnovaNsarblKQ75aCU/edit?usp=sharing
https://wn.com/Why_It’S_So_Hard_To_Become_The_51St_US_State
Why It’s Impossible To Become The 51st US State
It's been over 60 years since Hawaii joined the United States of America back in 1959. Why is this? There's been quite a few territories trying to join the Union for decades now, so what's the hold up? And more importantly, is it even really possible?
Sources:
https://docs.google.com/document/d/1ifD9sAdXttHsxDaqLTujqDNAuwnovaNsarblKQ75aCU/edit?usp=sharing
- published: 26 Jul 2022
- views: 99717
25:10
emf003: Induction Disambiguation; NE model for light
Distinti disambiguates the results of the Quad Loop Experiment to show New Induction is the best fit for the phenomenon of induction
Please support Ethereal Me...
Distinti disambiguates the results of the Quad Loop Experiment to show New Induction is the best fit for the phenomenon of induction
Please support Ethereal Mechanics!
Our Patreon Site:
https://www.patreon.com/Etherealmechanics
Join our Forum:
https://www.etherealmechanics.info
https://wn.com/Emf003_Induction_Disambiguation_Ne_Model_For_Light
Distinti disambiguates the results of the Quad Loop Experiment to show New Induction is the best fit for the phenomenon of induction
Please support Ethereal Mechanics!
Our Patreon Site:
https://www.patreon.com/Etherealmechanics
Join our Forum:
https://www.etherealmechanics.info
- published: 29 Feb 2016
- views: 1550
4:10
USA (disambiguation), and United States
For other uses, see US (disambiguation), USA (disambiguation), and United States (disambiguation).
Page semi-protected
United States of America
Flag Great Se...
For other uses, see US (disambiguation), USA (disambiguation), and United States (disambiguation).
Page semi-protected
United States of America
Flag Great Seal
Motto:
"In God we trust" (official)[1][2][3]
"E pluribus unum" (Latin) (traditional de facto)
"Out of many, one"
"Annuit cœptis" (Latin) (traditional)
"She/he/it approves (has approved) of the undertakings"
"Novus ordo seclorum" (Latin) (traditional)
"New order of the ages"
Anthem: "The Star-Spangled Banner"
Menu
0:00
Projection of North America with the United States in green
The Contiguous United States plus
Alaska and Hawaii in green.
The United States and its territories.
The United States and its territories.
Capital Washington, D.C.
38°53′N 77°01′W
Largest city New York City
40°43′N 74°00′W
Official languages None at federal level[a]
Recognised regional languages
List[show]
National language English[b]
Demonym American
Government Federal presidential constitutional republic
- President Barack Obama
- Vice President Joe Biden
- Speaker of the House John Boehner
- Chief Justice John Roberts
Legislature Congress
- Upper house Senate
- Lower house House of Representatives
Independence from Great Britain
- Declared July 4, 1776
- Recognized September 3, 1783
- Constitution June 21, 1788
- Current Statehood August 21, 1959
Area
- Total 9,629,091 km2 (3rd/4th)
3,717,813 sq mi
- Water (%) 2.23
Population
- 2014 estimate 318,633,000[4] (3rd)
- Density 34.2/km2 (180th)
88.6/sq mi
GDP (PPP) 2014 estimate
- Total $17.528 trillion[5] (1st)
- Per capita $54,980[5] (6th)
GDP (nominal) 2014 estimate
- Total $17.528 trillion[5] (1st)
- Per capita $54,980[5] (9th)
Gini (2012) 36.9[6]
medium · 39th (2009)
HDI (2013) Steady 0.914[7]
very high · 5th
Currency United States dollar ($) (USD)
Time zone (UTC−5 to −10)
- Summer (DST) (UTC−4 to −10[d])
Drives on the right[e]
Calling code +1
ISO 3166 code US
Internet TLD .us .gov .mil .edu
a. ^ English is the official language of at least 28 states; some sources give higher figures, based on differing definitions of "official".[8] English and Hawaiian are both official languages in the state of Hawaii. French is a de facto language in the states of Maine and Louisiana, while New Mexico state law grants Spanish a special status.[9][10][11][12] Cherokee is an official language in the Cherokee Nation tribal jurisdiction area and in the United Keetoowah Band of Cherokee Indians based in east and northeast Oklahoma.[13][14][15]
b. ^ English is the de facto language of American government and the sole language spoken at home by 80 percent of Americans aged five and older. 28 states and five territories have made English an official language. Other official languages include Hawaiian, Samoan, Chamorro, Carolinian, and Spanish.
c. ^ Whether the United States or China is larger has been disputed. The figure given is from the U.S. Central Intelligence Agency's The World Factbook. Other sources give smaller figures. All authoritative calculations of the country's size include only the 50 states and the District of Columbia, not the territories.
d. ^ See Time in the United States for details about laws governing time zones in the United States.
e. ^ Except U.S. Virgin Islands.
The United States of America (USA or U.S.A.), commonly referred to as the United States (US or U.S.), America, and sometimes the States, is a federal republic[16][17] consisting of 50 states and a federal district. The 48 contiguous states and Washington, D.C., are in central North America between Canada and Mexico. The state of ;More info visit;http://en.wikipedia.org/wiki/United_States;united states government
united states postal code
united states history
united states zip code
united states constitution
united states list
united states shutdown
united states cities; United States
united states postal service
united states postal service tracking
united states postal service hold mail
united states mint
usmint gov united states mint
https://wn.com/USA_(Disambiguation),_And_United_States
For other uses, see US (disambiguation), USA (disambiguation), and United States (disambiguation).
Page semi-protected
United States of America
Flag Great Seal
Motto:
"In God we trust" (official)[1][2][3]
"E pluribus unum" (Latin) (traditional de facto)
"Out of many, one"
"Annuit cœptis" (Latin) (traditional)
"She/he/it approves (has approved) of the undertakings"
"Novus ordo seclorum" (Latin) (traditional)
"New order of the ages"
Anthem: "The Star-Spangled Banner"
Menu
0:00
Projection of North America with the United States in green
The Contiguous United States plus
Alaska and Hawaii in green.
The United States and its territories.
The United States and its territories.
Capital Washington, D.C.
38°53′N 77°01′W
Largest city New York City
40°43′N 74°00′W
Official languages None at federal level[a]
Recognised regional languages
List[show]
National language English[b]
Demonym American
Government Federal presidential constitutional republic
- President Barack Obama
- Vice President Joe Biden
- Speaker of the House John Boehner
- Chief Justice John Roberts
Legislature Congress
- Upper house Senate
- Lower house House of Representatives
Independence from Great Britain
- Declared July 4, 1776
- Recognized September 3, 1783
- Constitution June 21, 1788
- Current Statehood August 21, 1959
Area
- Total 9,629,091 km2 (3rd/4th)
3,717,813 sq mi
- Water (%) 2.23
Population
- 2014 estimate 318,633,000[4] (3rd)
- Density 34.2/km2 (180th)
88.6/sq mi
GDP (PPP) 2014 estimate
- Total $17.528 trillion[5] (1st)
- Per capita $54,980[5] (6th)
GDP (nominal) 2014 estimate
- Total $17.528 trillion[5] (1st)
- Per capita $54,980[5] (9th)
Gini (2012) 36.9[6]
medium · 39th (2009)
HDI (2013) Steady 0.914[7]
very high · 5th
Currency United States dollar ($) (USD)
Time zone (UTC−5 to −10)
- Summer (DST) (UTC−4 to −10[d])
Drives on the right[e]
Calling code +1
ISO 3166 code US
Internet TLD .us .gov .mil .edu
a. ^ English is the official language of at least 28 states; some sources give higher figures, based on differing definitions of "official".[8] English and Hawaiian are both official languages in the state of Hawaii. French is a de facto language in the states of Maine and Louisiana, while New Mexico state law grants Spanish a special status.[9][10][11][12] Cherokee is an official language in the Cherokee Nation tribal jurisdiction area and in the United Keetoowah Band of Cherokee Indians based in east and northeast Oklahoma.[13][14][15]
b. ^ English is the de facto language of American government and the sole language spoken at home by 80 percent of Americans aged five and older. 28 states and five territories have made English an official language. Other official languages include Hawaiian, Samoan, Chamorro, Carolinian, and Spanish.
c. ^ Whether the United States or China is larger has been disputed. The figure given is from the U.S. Central Intelligence Agency's The World Factbook. Other sources give smaller figures. All authoritative calculations of the country's size include only the 50 states and the District of Columbia, not the territories.
d. ^ See Time in the United States for details about laws governing time zones in the United States.
e. ^ Except U.S. Virgin Islands.
The United States of America (USA or U.S.A.), commonly referred to as the United States (US or U.S.), America, and sometimes the States, is a federal republic[16][17] consisting of 50 states and a federal district. The 48 contiguous states and Washington, D.C., are in central North America between Canada and Mexico. The state of ;More info visit;http://en.wikipedia.org/wiki/United_States;united states government
united states postal code
united states history
united states zip code
united states constitution
united states list
united states shutdown
united states cities; United States
united states postal service
united states postal service tracking
united states postal service hold mail
united states mint
usmint gov united states mint
- published: 27 Aug 2014
- views: 29
1:02:06
NWDS Talk - Bootleg: Chasing the Tail with Self-Supervised Named Entity Disambiguation
Presented by Laurel Orr
See more Northwest Database Society talks here:
http://db.cs.washington.edu/nwds/nwds.html
Abstract:
Named Entity Disambiguatio...
Presented by Laurel Orr
See more Northwest Database Society talks here:
http://db.cs.washington.edu/nwds/nwds.html
Abstract:
Named Entity Disambiguation (NED) is the task of mapping textual mentions to entities in a database. A key challenge in NED is generalizing to rarely seen entities, termed tail entities. Traditional NED systems use hand-tuned features to improve tail generalization, but these features make the system challenging to deploy and maintain. In 2018, a subset of the authors built and deployed a self-supervised NED system at a major technology company, which improved performance over its hand-tuned predecessor. Motivated to understand the core reasons for this improvement, we introduce Bootleg, a clean-slate, open-source, self-supervised NED system. In this talk, we'll show how to succeed on the tail by reasoning over structured data. We demonstrate that Bootleg matches or exceeds state-of-the-art performance on three NED benchmarks and that the learned representations from Bootleg demonstrate up to 8% performance lift in a production task. Finally, we observe that embeddings from self-supervised models like Bootleg are increasingly being served to downstream applications, creating an embedding ecosystem. We initiate the study of the data management challenges associated with this ecosystem.
https://wn.com/Nwds_Talk_Bootleg_Chasing_The_Tail_With_Self_Supervised_Named_Entity_Disambiguation
Presented by Laurel Orr
See more Northwest Database Society talks here:
http://db.cs.washington.edu/nwds/nwds.html
Abstract:
Named Entity Disambiguation (NED) is the task of mapping textual mentions to entities in a database. A key challenge in NED is generalizing to rarely seen entities, termed tail entities. Traditional NED systems use hand-tuned features to improve tail generalization, but these features make the system challenging to deploy and maintain. In 2018, a subset of the authors built and deployed a self-supervised NED system at a major technology company, which improved performance over its hand-tuned predecessor. Motivated to understand the core reasons for this improvement, we introduce Bootleg, a clean-slate, open-source, self-supervised NED system. In this talk, we'll show how to succeed on the tail by reasoning over structured data. We demonstrate that Bootleg matches or exceeds state-of-the-art performance on three NED benchmarks and that the learned representations from Bootleg demonstrate up to 8% performance lift in a production task. Finally, we observe that embeddings from self-supervised models like Bootleg are increasingly being served to downstream applications, creating an embedding ecosystem. We initiate the study of the data management challenges associated with this ecosystem.
- published: 12 Feb 2021
- views: 121
8:42
第二次访问纽约911事件遗址
第二次访问纽约911事件遗址
#911 #遗址 #双子座大厦 #世贸中心 #纽约
第二次访问纽约911事件遗址
#911 #遗址 #双子座大厦 #世贸中心 #纽约
https://wn.com/第二次访问纽约911事件遗址
第二次访问纽约911事件遗址
#911 #遗址 #双子座大厦 #世贸中心 #纽约
- published: 19 Jul 2019
- views: 2216
23:27
Minutia Minute #94: Aliens! A Buying Guide + Disambiguation to the Dark Horse Comics TPBs, 1988-1999
In this video I review all Dark Horse Trade Paperback collections published between 1988-1999. And a couple between 1999-2001. And 2007-2009. But the origina...
In this video I review all Dark Horse Trade Paperback collections published between 1988-1999. And a couple between 1999-2001. And 2007-2009. But the original single issues from which the trade paperbacks were derived were all published between 1988-1999. Except the Heavy Metal Presents Alien film adaptation, which I threw in too, just for fun.
Enjoy?
https://wn.com/Minutia_Minute_94_Aliens_A_Buying_Guide_Disambiguation_To_The_Dark_Horse_Comics_Tpbs,_1988_1999
In this video I review all Dark Horse Trade Paperback collections published between 1988-1999. And a couple between 1999-2001. And 2007-2009. But the original single issues from which the trade paperbacks were derived were all published between 1988-1999. Except the Heavy Metal Presents Alien film adaptation, which I threw in too, just for fun.
Enjoy?
- published: 19 Apr 2021
- views: 317
26:14
Efficient One Pass End to End Entity Linking for Questions (Paper Explained)
How to perform full end-to-end entity linking has always been a challenging problem in NLP. The typical approach for this is to use a model to detect entities a...
How to perform full end-to-end entity linking has always been a challenging problem in NLP. The typical approach for this is to use a model to detect entities and then employ another model to perform entity disambiguation. And this paper beautifully formulates these two steps into a single neural network model.
0:00 - Ya ya ya
0:56 - What's special about this paper
2:10 - System overview
3:29 - Question & entities
6:19 - Mention detection
9:06 - Entity disambiguation
11:46 - Mention detection loss
14:09 - Entity disambiguation loss
15:45 - Datasets
16:24 - Results & discussion
22:55 - Runtime comparison
23:10 - Proof of concept
25:10 - Summary
Connect
Linkedin https://www.linkedin.com/in/xue-yong-fu-955723a6/
Twitter https://twitter.com/home
Email edwindeeplearning@gmail.com
Related videos:
REALM: Retrieval-Augmented Language Model
https://youtu.be/JQ-bxQT5Qsw
Question and Answer Test-Train Overlap in Open Domain QA
https://youtu.be/Cb5sj4_Ztfo
Paper
Efficient One Pass End to End Entity Linking for Questions
https://arxiv.org/abs/2010.02413
Code
https://github.com/facebookresearch/BLINK/tree/master/elq
Abstract
We present ELQ, a fast end-to-end entity linking model for questions, which uses a biencoder to jointly perform mention detection and linking in one pass. Evaluated on WebQSP and GraphQuestions with extended annotations that cover multiple entities per question, ELQ outperforms the previous state of the art by a large margin of +12.7% and +19.6% F1, respectively. With a very fast inference time (1.57 examples/s on a single CPU), ELQ can be useful for downstream question answering systems. In a proof-of-concept experiment, we demonstrate that using ELQ significantly improves the downstream QA performance of GraphRetriever.
https://wn.com/Efficient_One_Pass_End_To_End_Entity_Linking_For_Questions_(Paper_Explained)
How to perform full end-to-end entity linking has always been a challenging problem in NLP. The typical approach for this is to use a model to detect entities and then employ another model to perform entity disambiguation. And this paper beautifully formulates these two steps into a single neural network model.
0:00 - Ya ya ya
0:56 - What's special about this paper
2:10 - System overview
3:29 - Question & entities
6:19 - Mention detection
9:06 - Entity disambiguation
11:46 - Mention detection loss
14:09 - Entity disambiguation loss
15:45 - Datasets
16:24 - Results & discussion
22:55 - Runtime comparison
23:10 - Proof of concept
25:10 - Summary
Connect
Linkedin https://www.linkedin.com/in/xue-yong-fu-955723a6/
Twitter https://twitter.com/home
Email edwindeeplearning@gmail.com
Related videos:
REALM: Retrieval-Augmented Language Model
https://youtu.be/JQ-bxQT5Qsw
Question and Answer Test-Train Overlap in Open Domain QA
https://youtu.be/Cb5sj4_Ztfo
Paper
Efficient One Pass End to End Entity Linking for Questions
https://arxiv.org/abs/2010.02413
Code
https://github.com/facebookresearch/BLINK/tree/master/elq
Abstract
We present ELQ, a fast end-to-end entity linking model for questions, which uses a biencoder to jointly perform mention detection and linking in one pass. Evaluated on WebQSP and GraphQuestions with extended annotations that cover multiple entities per question, ELQ outperforms the previous state of the art by a large margin of +12.7% and +19.6% F1, respectively. With a very fast inference time (1.57 examples/s on a single CPU), ELQ can be useful for downstream question answering systems. In a proof-of-concept experiment, we demonstrate that using ELQ significantly improves the downstream QA performance of GraphRetriever.
- published: 26 Oct 2020
- views: 988
5:34
When Cities Were Cesspools of Disease | Nat Geo Explores
Cities of the 19th century were breeding grounds for disease. Find out how poor living conditions played a role and how the discovery of the germ led to public ...
Cities of the 19th century were breeding grounds for disease. Find out how poor living conditions played a role and how the discovery of the germ led to public health reforms still seen today.
➡ Subscribe: http://bit.ly/NatGeoSubscribe
➡ Watch all clips of Nat Geo Explores here: https://bit.ly/NGExplores
About National Geographic:
National Geographic is the world's premium destination for science, exploration, and adventure. Through their world-class scientists, photographers, journalists, and filmmakers, Nat Geo gets you closer to the stories that matter and past the edge of what's possible.
Get More National Geographic:
Official Site: http://bit.ly/NatGeoOfficialSite
Facebook: http://bit.ly/FBNatGeo
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When Cities Were Cesspools of Disease | Nat Geo Explores
https://youtu.be/hKKzUcqZgMY
National Geographic
https://www.youtube.com/natgeo
https://wn.com/When_Cities_Were_Cesspools_Of_Disease_|_Nat_Geo_Explores
Cities of the 19th century were breeding grounds for disease. Find out how poor living conditions played a role and how the discovery of the germ led to public health reforms still seen today.
➡ Subscribe: http://bit.ly/NatGeoSubscribe
➡ Watch all clips of Nat Geo Explores here: https://bit.ly/NGExplores
About National Geographic:
National Geographic is the world's premium destination for science, exploration, and adventure. Through their world-class scientists, photographers, journalists, and filmmakers, Nat Geo gets you closer to the stories that matter and past the edge of what's possible.
Get More National Geographic:
Official Site: http://bit.ly/NatGeoOfficialSite
Facebook: http://bit.ly/FBNatGeo
Twitter: http://bit.ly/NatGeoTwitter
Instagram: http://bit.ly/NatGeoInsta
When Cities Were Cesspools of Disease | Nat Geo Explores
https://youtu.be/hKKzUcqZgMY
National Geographic
https://www.youtube.com/natgeo
- published: 24 May 2020
- views: 184019