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Multi-objective Representation for Numbers in Clinical Narratives Using CamemBERT-bio

Multi-objective Representation for Numbers in Clinical Narratives Using CamemBERT-bio

arXiv:2405.18448v1 Announce Type: new Abstract: This research aims to classify numerical values extracted from medical documents across seven distinct physiological categories, employing CamemBERT-bio. Previous studies suggested that transformer-based models might not perform as well as traditional NLP models in such tasks. To enhance CamemBERT-bio's performances, we introduce two main innovations: integrating keyword embeddings into the model and adopting a number-agnostic strategy by excluding all numerical data from the text. The implementation of label embedding techniques refines the attention mechanisms, while the technique of using a `numerical-blind' dataset aims to bolster context-centric learning. Another key component of our research is determining…
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Today unveils Dreamia AI-powered character and storytelling engine

Today unveils Dreamia AI-powered character and storytelling engine

GamesBeat is excited to partner with Lil Snack to have customized games just for our audience! We know as gamers ourselves, this is an exciting way to engage through play with the GamesBeat content you have already come to love. Start playing games here.  Today has unveiled Dreamia, an AI-powered character engine that shapes storytelling in real-time. Lisbon, Portugal-based Today is building a next-gen cozy social simulation game where players cultivate thriving virtual island communities. And Dreamia is its biggest product launch yet. To achieve its vision of a more dynamic, responsive and creative cozy social sim, Today raised $5…
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The Morning After: Sony apologizes for fabricated ‘interview’ with head of Last of Us studio

The Morning After: Sony apologizes for fabricated ‘interview’ with head of Last of Us studio

Last week, Sony published a seemingly innocuous round of interviews that centered the company’s nebulous “creative entertainment vision”. Neil Druckmann, head of the Sony-owned game studio Naughty Dog, was one of those — but his interview wasn’t quite what it seemed.Druckmann, who headed the team behind The Last of Us series, was apparently wildly misquoted by his own employers. A few days after the interviews were published, he took to X and said, “This is not quite what I said.” He even posted a section of the original interview transcript, which was hugely different.Sony has since pulled the interview and…
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Eye On AI: xAI’s Backers Have A Lot Of Other Bets Besides Musk’s LLM

Eye On AI: xAI’s Backers Have A Lot Of Other Bets Besides Musk’s LLM

This column is a look back at the week that was in AI. Read the previous one here. Looks like we are back to weekly billion-dollar raises at multibillion-dollar valuations, at least when it comes to generative AI startups. Last week, Scale AI raised $1 billion in a round led by Accel that values the data labeling and evaluation startup at a stunning $13.8 billion. And this week, of course, Elon Musk’s generative AI startup, xAI, officially announced its $6 billion round that values the company at $24 billion. The xAI round — which included investment from Valor Equity Partners,…
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No-code ETL for integration: best practices, trends and top tools

No-code ETL for integration: best practices, trends and top tools

High-quality data integration is the cornerstone of informed decision-making.  Quality data is the bedrock of informed decision-making. Without it, enterprises fall prey to erroneous information, ultimately impacting their bottom line. In fact, in a groundbreaking 2018 report, Gartner claimed that businesses could be clocking losses of 15 million USD every year only because of poor data integration infrastructure. Exactly why no-code ETL tools have become increasingly popular for their ease of ability to empower non-tech users without compromising on data quality. They enable businesses to reduce traditional ETL costs and ensure timely data feeds through user-friendly automation.  In this article, we…
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Release Notes for Deephaven version 0.28 | Deephaven

Release Notes for Deephaven version 0.28 | Deephaven

Deephaven Community release 0.28 focused on client-API and server-side Python features. We expect it to be the penultimate release before 1.0.Independent of the release, contributors continue to spend considerable time on Parquet and Iceberg integrations, as well as flexibility and ease-of-use upgrades related to real-time data ingestion. Full release notes can be found on GitHub.Over the last few releases, the team has modernized Deephaven’s time library. At its core, Deephaven's engine relies on standard Java date-time types: Instant, LocalDate, ZoneId, ZonedDataTime, Period, Duration, etc. With this release, the distinction between Java date-times and Deephaven Python date-times is much clearer. Additionally,…
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AI startup Wallaroo tapped to help Space Force operationalize machine learning

AI startup Wallaroo tapped to help Space Force operationalize machine learning

WASHINGTON — Wallaroo.AI, a company that helps businesses deploy machine learning models, is setting its sights on the military market. The New York-based startup has been selected to participate in the U.S. Space Force’s TAP (Tools, Applications & Processing) Lab accelerator program in Colorado Springs. The accelerator is focused on the use of commercial technologies for space domain awareness, a capability sought by the U.S. military as threats in the space domain heighten. As part of the program’s third cohort, Wallaroo will prototype an AI platform to help Space Force teams quickly operationalize their machine learning models using unclassified data. “A government…
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Mastering the Strategy Pattern: A Real-World Example in E-commerce Shipping with Java

Mastering the Strategy Pattern: A Real-World Example in E-commerce Shipping with Java

Introduction:In the previous article, we explored the importance of design patterns in software development and how they provide proven solutions to common problems. We discussed how choosing the right pattern is like selecting the appropriate tool from your toolbox. In this article, we'll dive deeper into the Strategy pattern and provide a practical, real-world example of its implementation using Java. What is the Strategy Pattern?The Strategy pattern is a behavioral design pattern that allows you to define a family of algorithms, encapsulate each one, and make them interchangeable. It lets the algorithm vary independently from clients that use it. The…
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CVPR 2024 Reveal Developing Products and Concepts for AI and Computer Vision

Demos to showcase the latest advancements for healthcare, robotics, virtual reality, and more The Computer Vision and Pattern Recognition (CVPR) Conference is the preeminent event for research and development (R&D) in the hot topic areas of computer vision, artificial intelligence (AI), machine learning (ML), augmented, virtual and mixed reality (AR/VR/MR), deep learning, and related fields. Co-sponsored by the IEEE Computer Society (CS) and the Computer Vision Foundation (CVF), this year, CVPR also features more than 50 demonstrations, which showcase developing products and early concepts leveraging the latest AI and computer vision advancements. “We are thrilled to be able to deliver some of…
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