Goto

Collaborating Authors

 Government


Reasoning with Memory Augmented Neural Networks for Language Comprehension

arXiv.org Artificial Intelligence

Hypothesis testing is an important cognitive process that supports human reasoning. In this paper, we introduce a computational hypothesis testing approach based on memory augmented neural networks. Our approach involves a hypothesis testing loop that reconsiders and progressively refines a previously formed hypothesis in order to generate new hypotheses to test. We apply the proposed approach to language comprehension task by using Neural Semantic Encoders (NSE). Our NSE models achieve the state-of-the-art results showing an absolute improvement of 1.2% to 2.6% accuracy over previous results obtained by single and ensemble systems on standard machine comprehension benchmarks such as the Children's Book Test (CBT) and Who-Did-What (WDW) news article datasets.


5 stories from last week that deserve a second look

PBS NewsHour

The word "Disagree" is seen on the hand of Julia Grabowski during a town hall meeting for Republican U.S. Senator Bill Cassidy in Metairie, Louisiana. News about President Donald Trump -- including an apparently neglected vegetable garden that once belonged to former first lady Michelle Obama -- is inescapable. As The New York Times' Farhad Manjoo wrote, "he is no longer just the message. In many cases, he has become the medium." Mental health professionals in the U.S. have reported that the all-encompassing coverage of the president has induced anxiety and depression, or post-election stress, in many of their patients.


FTC Announces Agenda for March 9 FinTech Forum on Artificial Intelligence and Blockchain Technology

#artificialintelligence

The Federal Trade Commission today announced the agenda for its March 9, 2017, FinTech Forum focusing on the consumer implications of two rapidly developing technologies: artificial intelligence and blockchain. The forum, which is the third in an ongoing event series, will take place from 9:00 a.m. to approximately 12:30 p.m. Pacific Time in Berkeley, California. The event will bring together industry representatives, consumer advocates, government officials, and others with expertise regarding these technologies. The half-day forum will feature two panel discussions. The first panel will focus on the potential benefits and risks for consumers with the use of artificial intelligence, which involves the capability of machines to mimic human thinking or actions such as learning and problem solving, in consumer products or services in fields including personalized financial services.



Like Flying Drones? South Dakota Lawmakers Debate New Rules

U.S. News

It would make it a misdemeanor to fly them without permission over correctional facilities such as jails and prisons and military facilities. Under the plan, it would be a felony to use a drone to deliver drugs or contraband to a correctional facility and to have a drone capable of firing a bullet or being used as a weapon.


Nasa launch spacecraft to the sun to study solar winds

Daily Mail - Science & tech

Nasa is sending a robot to the sun to help understand dangerous solar activity which could threaten humanity's existence. The mission, known as the Solar Probe Plus (SPP), will go seven times closer to the sun's surface than any spacecraft before it. Nasa is launching the Solar Probe Plus (SPP) which scientists hope will unlock secrets of the sun's corona - the hole at the heart of the star It is unstable and produces solar wind and flares. Millions of tons of highly magnetized material can erupt from the sun at speeds of several million miles an hour. We need to get closer to it in order to understand how it works.


If footage of this ethereal jellyfish doesn't calm you, nothing will

Mashable

A cosmic jellyfish floats through the sea in a new video from an underwater robotic craft tasked with exploring the deep ocean off the coast of American Samoa and Samoa. The Okeanos Explorer ship -- operated by the National Oceanic and Atmospheric Administration (NOAA) -- caught sight of the jellyfish on Feb. 21 during a dive in the Utu seamount, a previously unexplored area, according to the agency. The researchers who caught sight of the jellyfish noted that it has two sets of tentacles and the yellow glowing structures dotting the outside of the jelly appear to be reproductive organs, with its red digestive system in the middle. "It's a really beautiful jellyfish," one of the scientists said on a NOAA website. The jellyfish wasn't the only creature seen during the dive deep into Utu.


'Artificial intelligence is the next big thing'

#artificialintelligence

Spencer Kelly tells me that he can't stop talking, which is a handy skill to have for a television presenter. In fact, this trait is why he put aside the career path expected of a computer science graduate from Cambridge University and joined radio. He started off at a local station in the UK, as a traffic presenter and moved on to hosting the station's breakfast show. Kelly says the early 2000s were a good time for British radio, though the years since have seen the medium become formulaic. "It was innovative and people were constantly trying new things. As companies start to understand what works and what doesn't, there is greater control over what music is played and what people say."


Drone Video of Kansas Harvest to Premiere at Festival

U.S. News

A Kansas filmmaker's drone video of the Kansas wheat harvest will premiere next month at the New York City Drone Film Festival. The Wichita Eagle reported Monday http://bit.ly/2lrrePw that his video t is among 32 entries accepted to be shown March 17-19 at the drone film festival. A trailer of the movie shows a race against time as harvest gets underway complete with music, combines, gray skies, and thunder. Armknecht has been capturing farm life in Kansas for the past five years. He says the aerial shots give unique views of the farm and allow the scenery of Kansas to shine. A trailer of the movie shows a race against time as harvest gets underway complete with music, combines, gray skies, and thunder.


The Drone Center's Weekly Roundup: 2/27/17

Robohub

Dronescapes is a collection of vibrant, mystical paintings of drones by Australian artist Kathryn Brimblecombe-Fox. In a conversation with the Center for the Study of the Drone, the artist shares the meaning of her work, explains her use of traditional Australian motifs, and shares her views on the rise of autonomous technology. The Federal Aviation Administration released a new set of reports of airspace incidents involving drones, including close encounters with manned aircraft and drone use over airports. The dataset includes 1,274 reported incidents that occurred between February and September 2016, around 400 more than occurred during the same period in 2015. At the National Interest, Elsa Kania argues that China could soon overtake the U.S. in the development of autonomous drones.