Libel-detection system from CaliberAI.
NLP

Double Check for Defamation: NLP System Scans Text for Libel

A libel-detection system could help news outlets and social media companies stay out of legal hot water. CaliberAI, an Irish startup, scans text for statements that could be considered defamatory, Wired reported.
Animation showing a AI's metaphorical transition to using green energy.
NLP

Greener Machine Learning: Techniques for Reducing the Carbon Footprint of NLP Models

A new study suggests tactics for machine learning engineers to cut their carbon emissions. Led by David Patterson, researchers at Google and UC Berkeley found that AI developers can shrink a model’s carbon footprint a thousand-fold by streamlining architecture...
Voice recognition tool "Bleep" working
NLP

Haters Gonna [Mute]: Intel NLP Allows Voice Chatters to Silence Hate Speech

A new tool aims to let video gamers control how much vitriol they receive from fellow players. Intel announced a voice recognition tool called Bleep that the company claims can moderate voice chat automatically, allowing users to silence offensive language.
Different graphs showing switch transformer data
NLP

Bigger, Faster Transformers: Google's Switch Transformer uses MoE for Efficient NLP

Performance in language tasks rises with the size of the model — yet, as a model’s parameter count rises, so does the time it takes to render output. New work pumps up the number of parameters without slowing down the network.
GPT-Neo related animation
NLP

Language Models Want to Be Free: EleutherAI is Making an Open Source Version of GPT-3

A grassroots research collective aims to make a GPT-3 clone that’s available to everyone. EleutherAI, a loose-knit group of independent researchers, is developing GPT-Neo, an open source, free-to-use version of OpenAI’s gargantuan language model.
Animation alternating sad and happy emojis
NLP

Online Clues to Mental Illness: NLP Model Analyzes Social Media for Signs of Mental Illness

Can social media posts reveal early signs of mental illness? A new machine learning model shows promising results. Researchers developed a model that analyzes messages and images posted by Facebook users for indicators of psychological problems.
Proof Search Tree
NLP

The Proof Is in the Network: An NLP Transformer Based on GPT that Creates Math Proofs

OpenAI’s Generative Pre-Trained Transformer (GPT) architecture has created coherent essays, images, and code. Now it generates mathematical proofs as well.
Example of disinformation detection system working on a news article about Syria
NLP

Propaganda Watch: U.S. Military Uses NLP to Combat Disinformation

The U.S. military enlisted natural language processing to combat disinformation. Primer, a San Francisco startup, is developing a system for the Department of Defense that sifts through news, social media, research, and reports to spot propaganda campaigns.
Graphs with data related to Microsoft's library DeepSpeed
NLP

Toward 1 Trillion Parameters: DeepSpeed PyTorch Library Supports Large AI and NLP Models

An open source library could spawn trillion-parameter neural networks and help small-time developers build big-league models. Microsoft upgraded DeepSpeed, a library that accelerates the PyTorch deep learning framework.
Information related to OpenAI's model GPT-3
NLP

Generation Text: GPT-3 Beta Testers Create Blog Posts, Computer Code, and More

People granted early access to OpenAI’s latest language model are raving about its way with words — and more. Beta testers of GPT-3 are showing off the model’s ability to write business memos, craft blogs, pen tweets, and even generate computer code.
Examples and explanation of an automatic headline generation
NLP

AI Makes Headlines: An NLP System for Automatically Generating Headlines

Which headline was written by a computer? A: FIFA to Decide on 2022 World Cup in March B: Decision in March on 48-team 2022 World Cup, Says Infantino
Tiny Images photos and datasets
NLP

Tiny Images, Outsized Biases: MIT Researchers Delete TinyImages Dataset

MIT withdrew a popular computer vision dataset after researchers found that it was rife with social bias. Researchers found racist, misogynistic, and demeaning labels among the nearly 80 million pictures in Tiny Images, a collection of 32-by-32 pixel color photos.
Speech bubble with binary code inside
NLP

The Batch: NLP Special Issue! Powerful techniques from Amazon, Apple, Facebook, Google, Microsoft, Salesforce

I’m thrilled to announce our new Natural Language Processing Specialization! Courses 1 and 2 are available on Coursera. We expect to release Courses 3 and 4 soon.
Illustration of two translators on a scale
NLP

Choosing Words Carefully: NLP for Translation Chooses the Right Synonym

The words “big” and “large” have similar meanings, but they aren’t always interchangeable: You wouldn’t refer to an older, male sibling as your “large brother” (unless you meant to be cheeky). Choosing among words with similar meanings is critical in language tasks like translation.
Illustration of a broken heart with a smirk in the middle
NLP

Outing Hidden Hatred: Facebook uses NLP and Vision AI to Detect Hateful Posts

Facebook uses automated systems to block hate speech, but hateful posts can slip through when seemingly benign words and pictures combine to create a nasty message. The social network is tackling this problem by enhancing AI’s ability to recognize context.

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