Human evaluation is a critical component in machine translation system development and has received much attention in text translation research. However, little prior work exists on the topic of human evaluation for speech translation, which adds additional challenges such as noisy data and segmentation mismatches. We take first steps to fill this gap by conducting …
Why cybersecurity company Manifest partnered with Palantir FedStart When cybersecurity company Manifest secured a contract with the U.S. Department of Homeland Security that required federal accreditation, it turned to Palantir. Typically, the processes to obtain the requisite accreditation from the Federal Risk and Authorization Management Program (FedRAMP) and the Defense Information Systems Agency’s Impact Level programs …
Cloud SQL for MySQL offers the robust performance, scalability, and reliability businesses need for a wide range of applications. Whether managing complex game data or powering smart home devices, companies like Chess.com and Nest are already leveraging Cloud SQL for MySQL to drive innovation and enhance user experiences, providing a solid foundation for data-driven solutions. …
Read more “What’s new with Cloud SQL for MySQL: Vector search, Gemini support, and more”
NVIDIA today announced Nemotron-4 340B, a family of open models that developers can use to generate synthetic data for training large language models (LLMs) for commercial applications across healthcare, finance, manufacturing, retail and every other industry. High-quality training data plays a critical role in the performance, accuracy and quality of responses from a custom LLM …
In 2024, chatbots are the top investment priority for support teams. 44% of C-level executives are shifting focus from traditional tech to intelligent conversational solutions. But what makes AI bots so effective at engaging clients that companies keep pouring resources into them? The answer lies in Natural Language Processing (NLP). You can think of it as …
Read more “Don’t Settle for Less: Give Your Customers What They Deserve with a Custom NLP Chatbot”
Amazon Q is a new generative artificial intelligence (AI)-powered assistant designed for work that can be tailored to your business. Amazon Q can help you get fast, relevant answers to pressing questions, solve problems, generate content, and take actions using the data and expertise found in your company’s information repositories and enterprise systems. When you …
Organizations today have access to a wealth of data, including customer information, financial records, operational logs, and more, which they aim to leverage for building new generative AI solutions. However, they face a number of challenges: Building and training LLMs requires significant technical expertise and computational resources. Teams usually need to use many different frameworks …
Read more “Build your own generative AI chatbot directly from BigQuery”
Amazon Q Developer is an AI-powered assistant for software development that reimagines the experience across the entire software development lifecycle, making it faster to build, secure, manage, and optimize applications on or off of AWS. The Amazon Q Developer Agent includes an agent for feature development that automatically implements multi-file features, bug fixes, and unit …
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In the realm of big data analytics, a common challenge has been the separation between data processing and machine learning workflows. Traditionally, data engineers would use tools like Apache Spark for large-scale data processing in data warehouses like BigQuery, while data scientists would leverage libraries like pandas and scikit-learn for machine learning tasks. This disjointed …
Read more “Exploring synthetic data generation with BigQuery DataFrames and LLMs”