Discover and read the best of Twitter Threads about #NLP

Most recents (10)

Mueller Report #NLP analysis, live update: I've started cleaning up the code, and writing my article.

For my non-tech tweeps: the article will include code, but I promise to explain it all! Plus, you'll see the promised timeline of events from the report, tweets, and more!

1/5
For my geek followers: here's what to expect: the article is being written as a Jupyter notebook running with a Python 3.7 kernel. I'll include instructions to set up a venv with a separate kernel, if that's how you roll. I'll also include the requirements.txt.

2/5
If you're using the Anaconda Python distribution (which is awesome), you can run Jupyter in a new conda environment too; instructions will be provided. The notebook and associated artifacts will be posted to GitLab.

3/5
Read 9 tweets
Some features that differentiate Shallow Medicine, as currently practiced, and the potential of #DeepMedicine, powered by #AI
Scratches the surface of the book, some supportive data in this thread
There are at least 12 million diagnostic errors/ year and the leading cause is failure to consider the diagnosis (which relates to System 1 thinking)
Humans have 185 different types of biases which leads to misdiagnosis. Example: failing to diagnose heart attacks because doctors think they don't occur in people age < 40
Read 7 tweets
Some who claim to be Democrats have stated pretty definitively that @AOC is backed, favored, influenced, or funded by Russia. Well, that was worrisome, so I just went and took a look for myself.

I Googled "Alexandria Ocasio-Cortez Russia," and the results were disturbing.
Three top results confirmed the rumors.

The only problem with that is, ALL THREE are conservatively-biased, at least two propagate both misinformation and disinformation, and one was used by the 🇷🇺Russians as a weapon in the cyber attack on the United States.
Fox News is an 👀entertainment channel. More than half of its content is false/misleading. Its bias is far right.

The article confirming the rumor that Putin favors @AOC is an 👀opinion piece: foxbusiness.com/politics/alexa…
Read 32 tweets
It's interesting to observe the evolution of natural language processing when my own native language (Finnish) is such an adversarial case that it breaks every system. I haven't seen even a functioning spell checker. Here some reasons why this is the case. #NLP #AI

Thread 1/8
First, every word has dozens of conjugations. For example nouns are conjugated in case (15), number (2). So, in even basic situations each noun can appear in approximately thirty forms. This means that each word occurrence is extremely rare.

2/8
New words can be formed by compounding, just like in German.

For example:
tietokone = knowledge machine (literally) = computer
kämmentietokone = palm knowledge machine (literally) = tablet

This causes many word occurrences of other languages very rare.

3/8
Read 10 tweets
(1) Most of these people r engaged in #ManagedAggression which is meant to b an overt protocol

The "potential domestic threat" is being "introduced" to his "minder" as soon as he/she prepares to enter a commercial location.

That aspect of this state-funded #terrorism op ....
(2) is meant to b in one's face.

While he is active US military, he may also be coordinated by a Private Intel Agency or Private Contractor operating on US soil.

He is supposed to be a potential trigger as well. Dual function.

What they hope is that the #SemanticPriming ....
(3) & #NLP anchoring will cause reaction

This was supposed to trigger a violent reaction - instead of a really inculpating video for a #DHS employee. #USCG

i.e.

We are here. We are with you when you exit your vehicle, we walk you thru the store, and we watch you as you leave
Read 7 tweets
(1) So here is my Armed Service Member escort through the grocery store. Check out the edge of the Captain America shield, upon which I based the XKeyscore shield/logo.

#SemanticPriming #NLP

.@SecNielsen Is this another of your Coasties in a #CivilianMilitaryOperation?
(2) Look at facial response when I asked him "How's work."

#TargetedIndividuals
(3) Moment he's sees that he's been caught on video. That Oh Sh!t moment.

And again note the Captain America shield - upon which the XKeyscore logo is based.

.@threadreaderapp #Unroll unroll s'il vous plait
Read 4 tweets
(1) This blurb was in response to a comment by .@GeorgWebb a few years back in reference to "Active Shooter Creation." He made some great statements & I followed with reflections regarding the shooting at .@WDBJ7 by #BryceWilliams

He was an #FBI #NonInvestigateSubject AKA Target
(2) Bryce Williams was a target of the #FBI #DHS #JTTF #NLP #NeuroLinguisticProgramming protocol, which is coordinated through #DHS-funded #ThreatFusionCenters as part of what #DOJ refers to as #TheProgram.

William's co-workers were coached in #Zersetzung targeting ....
(3) tenets which were geared to provoke the target. What coworkers were not aware of was that (A) #FBI #DHS warnings about the shooter were actually meant to further isolate and provoke him, (B) some of the allegations against him were false, and meant to dehumanize him ....
Read 12 tweets
Great question from @pandamakes about the @AutisticaUK @turinginst #ResearchAssociate JOB that you should all be applying for (and telling your friends about). turing.ac.uk/work-turing/re…

I'm going to answer it in a little thread 👇🏼
What do I mean by a "fine-grained consent model"? At the highest level it's pretty simple: it means I want to give all the participants control over their data.

What does that mean in practise?
In this #CitizenScience project we'll be collecting experiences about the challenges that #Autistic people have when navigate the environment.

For example, is it very stressful to take the tube? (Yes!) Are there times that are particularly bad? (Yes!) What are the workarounds?
Read 14 tweets
1/ If human brains would have worked same way and everyone had same perspective of looking at things, then it would have been much easier to build an AI conversational system.

#AI #Chatbots #voiceassitant #NLP #ArtificialIntelligence #bot
2/ Everyone would have interacted with the system the same way and hence there would not be any possibility of the conversation going in wrong direction.
3/ So its difficult to build such systems that can take same input in different possible ways as compared to any other systems which take the input in standard format.
Read 4 tweets
Read 25 tweets

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