laserembeddings
user.js
laserembeddings | user.js | |
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2 | 682 | |
223 | 9,132 | |
- | 1.5% | |
0.0 | 6.8 | |
9 months ago | 2 days ago | |
Python | JavaScript | |
BSD 3-clause "New" or "Revised" License | MIT License |
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laserembeddings
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Firefox Translations doesn't use the cloud
You're pretty much right on the money. For ParaCrawl[1] (which I worked on) we used fast machine translation systems that were "good enough" to translate one side of each pair to the language of the other, see whether they'd match sufficiently, and then deal with all the false positives through various filtering methods. Other datasets I know of use multilingual sentence embeddings, like LASER[2], to compute the distance between two sentences.
Both of these methods have a bootstrapping problem, but at this point in the MT for many languages we have enough data to get started. Previous iterations of ParaCrawl used things like document structure and overlap of named entities among sentences to identify matching pairs. But this is much less robust. I don't know how they solve this problem today for low-resource languages.
[1] https://paracrawl.eu
[2] https://github.com/yannvgn/laserembeddings
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SpaCy v3.0 Released (Python Natural Language Processing)
I've been using LASER from Facebook Research via https://github.com/yannvgn/laserembeddings to accept multi-lingual input in front of the the domain-specific models for recommendations and stuff (that are trained on English annotated examples).
user.js
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It's getting hard to use and recommend Firefox, I'm afraid for the free web
Re: firefox and privacy, if you want to use firefox for privacy, consider using https://github.com/arkenfox/user.js . There is a case to be made that Firefox (with arkenfox's user.js) is one of the best privacy-respecting but still fairly usable browsers.
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In 2024, please switch to Firefox
For extensions, I recommend people follow the recommendations[1] in the arkenfox repo and either harden their firefox or use librewolf. Umatrix is unmaintained since 2019.
[1] https://github.com/arkenfox/user.js/wiki/4.1-Extensions
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Most secure and privacy oriented alternative to mail.app
For macOS : Thunderbird and you can harden it even more with this : https://github.com/arkenfox/user.js
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Which Firefox user.js file do you recommend for piracy?
only arkenfox
- What privacy-related preferences keep breaking my Twitter?
- Anonimlik Rehberi
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Lock Down Firefox - Network Hardening - FOSS - git clone
This article is shit. https://github.com/arkenfox/user.js/ is what you want.
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Waterfox G6.0.2 had whitelisted search deal partner www.bing.com against user extensions in extensions.webextensions.restrictedDomains
If you make time to dig through settings and change them away from their official use (99% of users don't), then you should use a customized setup (in this case, a user.js). That way, you're good to go no matter what Firefox fork you use.
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Google Chrome just rolled out a new way to track you and serve ads
> Firefox remains a stable option to come back to everytime
Don't get me wrong, I've been using Firefox for the last decade and I don't intend on using anything else for the foreseeable future, but Mozilla has no idea what they're doing with Firefox nowadays. Firefox View is the most useless thing I've ever seen, that expiring "independent voices" theme picker was some weird hippie stunt[1], the latest UI redesign which split the tab from the window looks hideous, and it's not like Firefox doesn't have things you can tweak for a more private experience[2]. I miss Firefox Test Pilot where they tried out different new features, I found a lot of them to be very useful but sadly lots of them didn't make it.
[1] https://blog.mozilla.org/en/products/firefox/firefox-news/in...
[2] https://github.com/arkenfox/user.js/
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I don't understand what's so good about Firefox
Like others have said you can customize the browser to the point that it doesn't even look like the default anymore. Or customize it to maximize privacy.
What are some alternatives?
syntaxdot - Neural syntax annotator, supporting sequence labeling, lemmatization, and dependency parsing.
Better-Fox - An up-to-date user.js to speed up and secure Firefox [Moved to: https://github.com/yokoffing/BetterFox]
spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python
privacytools.io - 🛡🛠 You are being watched. Protect your privacy against global mass surveillance.
BLINK - Entity Linker solution
Librefox - Librefox: Firefox with privacy enhancements
wiktextract - Wiktionary dump file parser and multilingual data extractor
settings
projects - 🪐 End-to-end NLP workflows from prototype to production
idm-trial-reset - Use IDM forever without cracking
duckling - Language, engine, and tooling for expressing, testing, and evaluating composable language rules on input strings.
AmIUnique - Learn how identifiable you are on the Internet