2025-04-01
Hands Off! A Day of Action and Protest on April 5.
On April 5th, a group of prominent national organizations (including 50501, Indivisible, Hands Off, MoveOn, and Women’s March) and many local organizations are all coming together for a day of...
A two-part online training event on the Fundamentals of Organizing. It kicked...
A two-part online training event on the Fundamentals of Organizing. It kicked off tonight at 5:30pm ET and part 2 is on April 8.
“Retina” is not a static PPI
I’m just going to keep posting about this every few months because people keep getting “retina” wrong. According to this YouTube video that was recommended to me today, retina on...
It's Never Been More Over For Tesla
Things haven't been good for Tesla for a while now. Even before CEO Elon Musk began ripping through the federal government to global outcry, its late-2024 sales were way down,...
Cloud Repatriation: The Misguided U-Turn on Cloud Investment
Many businesses are pulling workloads from cloud back on-premises due to rising costs, but repatriation rarely solves core issues. This article argues the real problem is outdated IT habits, partners,...
This Is How We Created Gold Standard Data for Developing the NLP Pipelines
To create gold standard data for developing the NLP pipelines, we selected 300 notes from 300 unique patients at MSHS and 225 notes from 221 unique patients at WCM for...
Where and How to Donate Crypto for Good?
Crypto donations are rising, but many charities struggle to accept them. Donate Crypto, a no-fee platform founded by Google’s David Dawson, simplifies the process by connecting donors with vetted, apolitical...
How We Collected Lexicons for Fine-Grained Categories of SS and SI Using an Iterative Method
We collected lexicons for fine-grained categories of SS and SI using an iterative method that included manual chart reviews and semi-automatic methods.
The record for the longest individual speech in the Senate belongs to...
The record for the longest individual speech in the Senate belongs to segregationist Strom Thurmond. He spoke for 24 hours & 18 minutes in a racist and futile attempt to...
Mindset Engineering: Ashkan Rajaee's Blueprint for Sales Success
Ashkan Rajaee is an architect of sales systems who just happens to work in revenue. He’s built repeatable, scalable systems that have generated hundreds of millions in revenue and closed...
How I Built a Retro Game in an Hour: My Experience With Gemini 2.5 Pro and Vibe Coding
I've build a retro game in 1h (check it out https://thiefchase.online)
Ending tsconfig Anxiety: Stop Guessing, Start Understanding
This is the guide I wish I had when I started with TypeScript – clear, practical, and bs-free. The essential tsconfig properties form the foundation of any solid TypeScript configuration....
The Majority of Scientists Are Now Considering Fleeing America
As president Donald Trump's administration continues to greatly diminish the role of scientific research and gutting funding, while installing crackpot anti-vaccine figureheads, scientists are starting to look for greener pastures....
6 Key Trends To Consider While Developing A Mobile Application
With millions of apps available, standing out requires more than a good idea. This article explores 6 critical trends—AI, AR/VR, IoT, 5G, cross-platform support, and low-code/no-code—that can help developers build...
Hallucinations by Design (Part 2): The Silent Flaws of Embeddings & Why Your AI Is Getting It Wrong
This is the second part in the series on Hallucinations by Design. It is a continuation of our previous discussion on how embeddings hallucinate. We're basically working with models that...
How Neighborhood Data Improves Legal Document Classification
This section presents experimental results on using kNN and prototype-based interpolation to improve rhetorical role labeling, showing how each method performs across various datasets, with insights on sensitivity and performance...
How AI Can Better Categorize Legal Documents by Learning from Similar Texts
This section discusses training-time methods—contrastive learning, single prototype, and multi-prototype learning—to improve rhetorical role labeling by enhancing embedding discriminability and addressing label variation.
Improving Legal Document Labeling by Comparing Similar Sentences
This section explores methods to improve rhetorical role labeling at inference time using semantically similar instances, including kNN and prototype-based interpolation to handle rare patterns and enhance model performance.
Leveraging Deep Learning for Legal Text Analysis
This section reviews the development of rhetorical role labeling methods in legal texts, highlighting key advances from CRF models to deep learning, and explores neighborhood learning techniques for better cross-domain...
Datasets and Models Used to Analyze Legal Documents
This section details four datasets used for rhetorical role labeling (RRL) in legal texts and describes the baseline model built on BERT, Bi-LSTM, and attention pooling for sentence classification.
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