Tootfinder

Nice overview about LLMs for data annotation including paper references of papers with open source code & data.
Zhen Tan et al, Large Language Models for Data Annotation: A Survey, https://arxiv.org/abs/2402.13446

In just a few months, Google spent well over $1B to settle lawsuits, including $700M on Play Store claims, as the company battles the US DOJ in two other cases (Nico Grant/New York Times)
https://www.nytimes.com/2024/03/04/technology/google-se…

Google Settles Smaller Lawsuits as It Prepares for More Antitrust Fights
The tech giant has recently spent more than $1 billion to resolve several legal claims as more battles with the Justice Department loom.

pdfannots ("This program extracts annotations (highlights, comments, etc.) from a PDF file, and formats them as Markdown or exports them to JSON.") - praktisch
#pdf

🎾 @… #Tennis

In just a few months, Google spent well over $1B to settle lawsuits, including $700M on Play Store claims, as the company battles the US DOJ in two other cases (Nico Grant/New York Times)
https://www.nytimes.com/2024/03/04/technology/google-se…

Google Settles Smaller Lawsuits as It Prepares for More Antitrust Fights
The tech giant has recently spent more than $1 billion to resolve several legal claims as more battles with the Justice Department loom.

Your Model Is Not Predicting Depression Well And That Is Why: A Case Study of PRIMATE Dataset
Kirill MilintsevichUniversity of Caen Normandy, University of Tartu, Kairit SirtsUniversity of Tartu, Ga\"el DiasUniversity of Caen Normandy
https://arxiv.org/abs/2403.00438

Your Model Is Not Predicting Depression Well And That Is Why: A Case Study of PRIMATE Dataset
This paper addresses the quality of annotations in mental health datasets used for NLP-based depression level estimation from social media texts. While previous research relies on social media-based datasets annotated with binary categories, i.e. depressed or non-depressed, recent datasets such as D2S and PRIMATE aim for nuanced annotations using PHQ-9 symptoms. However, most of these datasets rely on crowd workers without the domain knowledge for annotation. Focusing on the PRIMATE dataset, ou…

Google employees have mostly ignored the DOJ's antitrust case, and some expect only small business tweaks and some fines; closing arguments concluded on May 3 (Nico Grant/New York Times)
https://www.nytimes.…

Why Google Employees Aren’t Reacting to US Antitrust Trial
They shrugged off concerns about the company’s fate ahead of closing arguments in the Justice Department’s lawsuit this week.

Filing: Google pushes back on Epic's demands following its antitrust win, says the proposed remedies are "unnecessary" and "far beyond the scope" of the verdict (Sarah Perez/TechCrunch)
https://techcrunch…

Google dubs Epic's demands from its antitrust win 'unnecessary' and 'far beyond the scope' of the verdict | TechCrunch
The new filing, along with Epic's proposal, will help to inform Judge James Donato in a hearing scheduled on May 23 about what actions to take next to put Google’s power in check.

A profile of US District Court judge Amit P. Mehta, who is presiding over the US v. Google case, which could set a precedent for other US tech antitrust cases (Steve Lohr/New York Times)
https://www.nytimes.com/2024/05/02/business/judge-mehta-google-a…

The Judge Deciding Google’s Landmark Antitrust Case
Amit P. Mehta, a judge in U.S. District Court for the District of Columbia, will issue a landmark antitrust ruling.

A federal judge grills both the DOJ and Google in the closing arguments of US v. Google, as the most consequential tech antitrust case since the 1990s concludes (New York Times)
https://www.nytimes.com/2024/05/02/technology/judge-m…

Judge Grills U.S. and Google on Antitrust Claims
Judge Amit P. Mehta tried poking holes in the closing arguments of a landmark monopoly case as he weighs a ruling that could reshape tech.