Constructing Transformers For Longer Sequences with Sparse Attention Methods
"We show that carefully designed sparse attention can be as expressive and flexible as the original full attention model. Along with theoretical guarantees, we provide a very efficient implementation which allows us to scale to much longer inputs. As a consequence, we achieve state-of-the-art results...
Source: googleblog.com
World's wealthiest (and 'business as usual') 'at heart of climate problem'
"These [polluter elite] are people who fly most, drive the biggest cars most and live in the biggest homes which they can easily afford to heat, so they tend not to worry if they’re well insulated or not. … They’re also the sort of people who could really afford good insulation and solar panels...
Source: bbc.com
Using Markov chain model to evaluate medical students’ trajectory on progress tests and predict USMLE step 1 scores---a
Background Medical students must meet curricular expectations and pass national licensing examinations to become physicians. However, no previous studies explicitly modeled stages of medical students acquiring basic science knowledge. In this study, we employed an innovative statistical model to characterize...
Source: biomedcentral.com
This Robot Taught Itself to Walk in a SimulationâThen Went for a Stroll in Berkeley
Recently, in a Berkeley lab, a robot called Cassie taught itself to walk a little like a toddler mightâthrough trial and error.
Source: singularityhub.com
Use of 360° virtual reality video in medical obstetrical education: a quasi-experimental design Vera Arents. Pieter C.
Background Video-based teaching has been part of medical education for some time but 360° videos using a virtual reality (VR) device are a new medium that offer extended possibilities. We investigated whether adding a 360° VR video to the internship curriculum leads to an improvement of long-term recall...
Source: biomedcentral.com
Databunker secure storage
Really like this approach putting privacy tools all in one place. Warrants some experimentation. "Databunker gives strong, serious, real personal-data protection for customer records without expensive custom coding and with full customer visibility."
Source: databunker.org
UK PM urges calm as Belfast protesters hijack bus, attack police
Crowds of youths in a pro-British area of Belfast set a hijacked bus on fire and attacked police with stones in the latest of a series of nightly outbreaks of violence that began last week.
Source: reuters.com
To them that hath: economic complexity and local industrial strategy in the UK Penny Mealy. Diane Coyle. International Tax
Divergent economic performance in many countries has led to renewed interest in place-based policies, such as the UK’s local industrial strategies at the level of Combined Authorities or Local Economic Partnerships. However, an analysis of employment data using methods from the economic complexity...
Source: springer.com
Sewage discharged into rivers 400,000 times in 2020
Waterways in England had sewage discharged into them for three million hours
Source: bbc.com
Guest Post - A Model for Peer-to-Peer Workplace Learning - The Scholarly Kitchen
Gabe Harp discusses MIT Press' 'Skill Exchange', a peer to peer program to foster learning and professional development.
Source: sspnet.org
Effectiveness of a serious game addressing guideline adherence: cohort study with 1.5-year follow-up Tobias Raupach. Insa
Background Patients presenting with acute shortness of breath and chest pain should be managed according to guideline recommendations. Serious games can be used to train clinical reasoning. However, only few studies have used outcomes beyond student satisfaction, and most of the published evidence is...
Source: biomedcentral.com
Building customer relationships with conversational AI
We’ve all been there. “Please listen to our entire menu as our options have changed. Say or press one for product information…” Sometimes, these automated customer service experiences are effective and efficient—other times, not so much. Many organizations are already using chatbots and virtual...
Source: technologyreview.com
Chile in 'critical' grip of second Covid wave despite one of best vaccination rates
Chile has among the world's best vaccination rates, but it also recently broke their daily Covid record as they face a second surge.
Source: nbcnews.com
Detection of a particle shower at the Glashow resonance with IceCube Nature.
The Glashow resonance describes the resonant formation of a W− boson during the interaction of a high-energy electron antineutrino with an electron1, peaking at an antineutrino energy of 6.3 petaelectronvolts (PeV) in the rest frame of the electron. Whereas this energy scale is out of reach for currently...
Source: nature.com
How a coronavirus variant tore into an English island - and the world.
Genomic scientists raced against time to find out what was causing the deadly surge in cases despite a national lockdown.
Source: reuters.com
Outcomes Standardisation Project (OSP) for Continuing Medical Education (CE/CME) Professionals:
Despite an increased focus and urgency for CE/CME professionals to effectively and systematically assess the impact of their educational interventions, the community has struggled to do so. This struggle is in large part due to the lack of a standardised outcomes language and a set of unified approaches.
Source: nih.gov
Why 2021 Is Graph Data Science's Year for the Enterprise -
Graph data science is becoming increasingly important to business delivering deep insights into data and driving new business cases.
Source: enterprisetimes.co.uk
Machine Learning Applications in the Evaluation and Management of Psoriasis: A Systematic Review - PubMed Journal of psoriasis
Machine learning has significant potential to aid psoriasis evaluation and management. Current topics popular in ML research on psoriasis are the evaluation of medical images, prediction of complications, and treatment discovery. For patients to derive the greatest benefit from ML advancements, it i...
Source: nih.gov
The Next Trick: Pulling Coronavirus Out of Thin Air
Thermo Fisher Scientific’s new air sampler can help monitor for airborne pathogens, and signals renewed interest in bioaerosol surveillance.
Source: nytimes.com
Heisenberg on Helgoland - the value of spending time in natural surroundings
"It was finally time to use his strange calculus to calculate the energy of a real physical system. As his excitement mounted he kept on making mistakes and correcting them, but finally he had it. When he looked at it he was struck with joy and astonishment. Out of the dance of calculations emerged an...
Source: fieldofscience.com
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