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They sure will. Here's a quick analysis of how, from my perspective as someone who studies societal impacts of natural language technology:
First, some guesses about system components, based on current tech: it will include a very large language model (akin to GPT-3) trained on huge amounts of web text, including Reddit and the like.
It will also likely be trained on sample input/output pairs, where they asked crowdworkers to create the bulleted summaries for news articles.
The system will be some sort of encoder-decoder that "reads" the news article and then uses its resulting internal state to output bullet points. Likely no controls to make sure the bullet points are each grounded in specific statements in the article.
(This is sometimes called "abstractive" summarization, as opposed to "extractive", which has to use substrings of the article. Maybe they're doing the latter, but based on what the research world is all excited about right now, I'm guessing the former.)
I have no idea how, but these will end up being racist https://t.co/pjZN0WXnnE
— Michael Hobbes (@RottenInDenmark) December 16, 2020
First, some guesses about system components, based on current tech: it will include a very large language model (akin to GPT-3) trained on huge amounts of web text, including Reddit and the like.
It will also likely be trained on sample input/output pairs, where they asked crowdworkers to create the bulleted summaries for news articles.
The system will be some sort of encoder-decoder that "reads" the news article and then uses its resulting internal state to output bullet points. Likely no controls to make sure the bullet points are each grounded in specific statements in the article.
(This is sometimes called "abstractive" summarization, as opposed to "extractive", which has to use substrings of the article. Maybe they're doing the latter, but based on what the research world is all excited about right now, I'm guessing the former.)
50 resources for learning JavaScript in 2021👇
Thread🧵
In this tweet you will find resources in various form
- Documentation
- Courses
- Websites
- YouTube Videos
- Books
- GitHub Repos
- Interactive learning
- Projects
📌 DOCUMENTATION
1. MDN
https://t.co/XkMlZQOF0h
2. W3 Schools
https://t.co/eUYCudNHc8
3. DevDocs
https://t.co/sVwCCrYKwA
4. JavaScript Info
https://t.co/GLcMZmyfC9
5. JavaScript
📌 COURSES
6. Code Academy
https://t.co/cvQ6YhUTi1
7. Udemy
https://t.co/5HhRs4nCcJ
8. Coursera
https://t.co/JBpYAC02pT
9. Plural Sight
https://t.co/oBJ2K7kYni
10.
📌 WEBSITES
11. Geeks For Geeks
https://t.co/KSZIFLQInp
12. Java Point
https://t.co/M9IzGpeRs0
13. Tutorial Points
https://t.co/WE10KtxVd7
14. The Odin Project
https://t.co/aikkB3sJ0H
15. Learn JS
Thread🧵
In this tweet you will find resources in various form
- Documentation
- Courses
- Websites
- YouTube Videos
- Books
- GitHub Repos
- Interactive learning
- Projects
📌 DOCUMENTATION
1. MDN
https://t.co/XkMlZQOF0h
2. W3 Schools
https://t.co/eUYCudNHc8
3. DevDocs
https://t.co/sVwCCrYKwA
4. JavaScript Info
https://t.co/GLcMZmyfC9
5. JavaScript
📌 COURSES
6. Code Academy
https://t.co/cvQ6YhUTi1
7. Udemy
https://t.co/5HhRs4nCcJ
8. Coursera
https://t.co/JBpYAC02pT
9. Plural Sight
https://t.co/oBJ2K7kYni
10.
📌 WEBSITES
11. Geeks For Geeks
https://t.co/KSZIFLQInp
12. Java Point
https://t.co/M9IzGpeRs0
13. Tutorial Points
https://t.co/WE10KtxVd7
14. The Odin Project
https://t.co/aikkB3sJ0H
15. Learn JS
"Top freelance sites for graphics designers and how they work"
A Thread.
Finding a freelance website can be a daunting task for graphic designers. With so many websites touting top talent and an endless well of gigs, how do you know where to start?
Designers, join a marketplace with quality projects that match your unbeatable freelancing talent. Here are a list of the top freelance sites for graphic designers:
1: Toptal: https://t.co/GHjGYWwNPu hires only the top 3 percent of freelancers who apply. Their curated, vetted platform is an option for large and small businesses who want to take the guesswork out of hiring expert web developers and designers.
Applicants undergo an unparalleled screening process to ensure their customer service and project management skills are up to Toptal’s standards—helping to ensure a seamless process.
A Thread.
Finding a freelance website can be a daunting task for graphic designers. With so many websites touting top talent and an endless well of gigs, how do you know where to start?
Designers, join a marketplace with quality projects that match your unbeatable freelancing talent. Here are a list of the top freelance sites for graphic designers:
1: Toptal: https://t.co/GHjGYWwNPu hires only the top 3 percent of freelancers who apply. Their curated, vetted platform is an option for large and small businesses who want to take the guesswork out of hiring expert web developers and designers.
Applicants undergo an unparalleled screening process to ensure their customer service and project management skills are up to Toptal’s standards—helping to ensure a seamless process.