Dataconomy

MARCH 17, 2025

Retrieval-augmented generation (RAG) is transforming the way we interact with AI, particularly in natural language processing. As demand grows for smarter AI applications, understanding RAG’s vital role becomes essential. What is retrieval-augmented generation (RAG)?

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Flipboard

DECEMBER 29, 2024

With breakthroughs in Natural Language Processing and Artificial Intelligence (AI), the usage of Large Language Models (LLMs) in academic research has increased tremendously. of aware respondents were opined that journals should allow for use of AI in research and 78.3% were unsure of its scope.

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Flipboard

MAY 10, 2023

(GeekWire Photo / Todd Bishop) The Allen Institute for Artificial Intelligence (AI2) raised a fresh $30 million pre-seed fund to invest in “AI-first” startups born from its incubator program. Researchers help startup founders at the incubator test ideas and develop and train AI models.

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Mlearning.ai

JUNE 7, 2023

I worked on an early conversational AI called Marcel in 2018 when I was at Microsoft. This ability to understand long-range dependencies helps transformers better understand the context of words and achieve superior performance in natural language processing tasks. GPT-2 released with 1.5

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Dataconomy

FEBRUARY 26, 2024

Groq’s online presence introduces its LPUs, or ‘language processing units,’ as “ a new type of end-to-end processing unit system that provides the fastest inference for computationally intensive applications with a sequential component to them, such as AI language applications (LLMs).

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Dataconomy

DECEMBER 15, 2023

about to revolutionize the AI landscape, or was this just another case of misinformation gone viral? leak created a whirlwind of excitement and speculation within the AI community. It marked a significant advancement in natural language processing and understanding. Was ChatGPT 4.5 billion parameters.

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ODSC - Open Data Science

JUNE 9, 2023

Joining in on the fun, we used ChatGPT to help us explore some of the key innovations over the past 50 years of AI. Once a set of word vectors has been learned, they can be used in various natural language processing (NLP) tasks such as text classification, language translation, and question answering.

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Flipboard

JANUARY 14, 2025

Large language model (LLM) based AI agents that have been specialized for specific tasks have demonstrated great problem-solving capabilities. The research team at AWS has worked extensively on building and evaluating the multi-agent collaboration (MAC) framework so customers can orchestrate multiple AI agents on Amazon Bedrock Agents.

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O'Reilly Media

NOVEMBER 19, 2024

One popular term encountered in generative AI practice is retrieval-augmented generation (RAG). Reasons for using RAG are clear: large language models (LLMs), which are effectively syntax engines, tend to “hallucinate” by inventing answers from pieces of their training data. at Facebook—both from 2020.

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Hacker News

NOVEMBER 15, 2023

To understand the latest advance in generative AI , imagine a courtroom. Like a good judge, large language models ( LLMs ) can respond to a wide variety of human queries. The court clerk of AI is a process called retrieval-augmented generation, or RAG for short. So, What Is Retrieval-Augmented Generation?

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Dataconomy

OCTOBER 27, 2023

AI is already a top priority in many businesses, as demonstrated by the fact that 80% of companies in the retail sector some form of AI by 2025. The proper use of AI helps companies to streamline their processes and create faster, leading to massive time and money savings. The content generation process at HIX.AI

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Flipboard

FEBRUARY 16, 2023

Natural language processing ( NLP ), while hardly a new discipline, has catapulted into the public consciousness these past few months thanks in large part to the generative AI hype train that is ChatGPT. million ($2.9 million ($2.9

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Dataconomy

MARCH 19, 2025

Retrieval-augmented language model (REALM) represents a significant advancement in artificial intelligence, particularly within the field of natural language processing (NLP). What is retrieval-augmented language model (REALM)? These advantages contribute significantly to its growing popularity in the field of AI.

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Becoming Human

MARCH 17, 2023

AI virtual assistants are targeted at a wide customer base: business management personnel, executives, and lay customers. Trends resonate with Gartner predictions : about 25% customer service operations relying on virtual assistants by the year 2020 may reach the USD 11.5 The current portfolio of digital AI functions is huge.

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Towards AI

AUGUST 25, 2023

Last Updated on August 26, 2023 by Editorial Team Author(s): Jeff Holmes MS MSCS Originally published on Towards AI. How to get started with an AI project Vackground on Unsplash Background Here I am assuming that you have read my previous article on How to Learn AI. In a few sentences, describe the following: What is the goal?

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Dataconomy

AUGUST 10, 2023

The healthcare industry is rapidly evolving and the role of technology, like AI medical scribes, has never been more pronounced. Among the emerging innovations that are transforming medical practice is the integration of AI medical scribes. What is an AI medical scribe? Can AI write medical notes?

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Tableau

MAY 26, 2021

In its inaugural year, our bureau grew to 190 members across more than 50 customers, including 25 speakers at Tableau Conference 2020. AI and Tableau Business Science. Ask Data and natural language processing (NLP). Tableau Live Asia 2020. Tableau Conference 2020. Sounds awesome, right? Data for Good.

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Flipboard

FEBRUARY 5, 2023

Duolingo, with its gamelike approach and cast of bright cartoon characters, presents a simple user interface to guide learners through a curriculum that leads to language proficiency, or even fluency. But behind the scenes, sophisticated artificial-intelligence (AI) systems are at work.

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IBM Journey to AI blog

NOVEMBER 10, 2023

Just in 2020, the Centers for Medicare and Medicaid Services (CMS) published a rule for healthcare systems whereby patients, providers, and payers must be able to easily exchange information. These provisions are set forth in proposed CMS rule : Advancing Interoperability and Improving Prior Authorization Processes (CMS-0057-P).

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Applied Data Science

AUGUST 2, 2021

This post is a bitesize walk-through of the 2021 Executive Guide to Data Science and AI  — a white paper packed with up-to-date advice for any CIO or CDO looking to deliver real value through data. The most common data science languages are Python and R   —  SQL is also a must have skill for acquiring and manipulating data.

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Towards AI

JULY 20, 2023

Last Updated on July 20, 2023 by Editorial Team Author(s): Gaugarin Oliver Originally published on Towards AI. It’s also an area that stands to benefit most from automated or semi-automated machine learning (ML) and natural language processing (NLP) techniques.

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AWS Machine Learning Blog

JULY 3, 2024

Generative AI and transformer-based large language models (LLMs) have been in the top headlines recently. Could LLMs, with their advanced text generation capabilities, help streamline this process by assisting brand managers and medical experts in their generation and review process? Language Models are Few-Shot Learners.

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AssemblyAI

MARCH 21, 2023

While AI systems like ChatGPT or Diffusion models for Generative AI have been in the limelight in the past months, Graph Neural Networks (GNN) have been rapidly advancing. Traditional AI methods have been designed to extract information from objects encoded by somewhat “rigid” structures.

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Mlearning.ai

APRIL 8, 2023

Charting the evolution of SOTA (State-of-the-art) techniques in NLP (Natural Language Processing) over the years, highlighting the key algorithms, influential figures, and groundbreaking papers that have shaped the field. Evolution of NLP Models To understand the full impact of the above evolutionary process.

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Smart Data Collective

JANUARY 20, 2020

Why Blogging needs the AI Boost? Moreover, blogging shouldn’t be about random topics but a process that needs intelligent execution to produce remarkable results. Moreover, AI pairs perfectly with Data Analytics which make room for vastly improved blogging efforts.

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Applied Data Science

DECEMBER 23, 2022

Linking to demos so that you can also review them yourself Have you been finding the leaps of AI in the last past years impressive? This was one of the first appearances of an AI model used for Text-to-Image generation. Galactica is a language model by Meta AI customised for scientific research . The world was hooked.

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Towards AI

JULY 21, 2023

Last Updated on July 21, 2023 by Editorial Team Author(s): Ricky Costa Originally published on Towards AI. Photo by Kunal Shinde on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher | 08.09.20 Why do so many AI projects fail? If you are building an AI […]

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Explosion

DECEMBER 30, 2020

While 2020 hasn’t been easy for anyone, at Explosion we’ve considered ourselves relatively fortunate in this most interesting year. Oct 26: In her keynote at Global AI Live , Ines presented the upcoming spaCy v3.0 We’ve always worked remotely, so we’ve been able to take both pride and comfort in continuing to ship good software.

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AWS Machine Learning Blog

DECEMBER 14, 2023

Our pipeline belongs to the general ETL (extract, transform, and load) process family that combines data from multiple sources into a large, central repository. The following is the sample code to schedule a SageMaker Processing job for a specified day, for example 2020-01-01, using the SageMaker SDK. session.Session().region_name

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Applied Data Science

MARCH 11, 2022

Gamification in AI — How Learning is Just a Game A walkthrough from Minsky’s Society of Mind to today’s renaissance of multi-agent AI systems. Even more, how and why has Minsky’s message acquired a whole new substance in the recent years of AI progress? Many AI researchers think there is.

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ODSC - Open Data Science

APRIL 3, 2023

Question Answering is the task in Natural Language Processing that involves answering questions posed in natural language. Her main research interests are in machine learning for large-scale language understanding and text semantics. Don’t worry, you’re not alone! Iryna’s work has received numerous awards.

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Pickl AI

JULY 24, 2024

This journey reflects the evolving understanding of intelligence and the transformative impact AI has on various industries and society as a whole. Introduction Artificial Intelligence (AI) has evolved from theoretical concepts to a transformative force in technology and society.

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NYU Center for Data Science

SEPTEMBER 21, 2023

He researches NLP and human-AI collaboration and is advised by Assistant Professor of Computer Science & Data Science He He. During my MS at NYU, I did an internship at NYU’s Center for Social Media and Politics , and was introduced to my advisor, He He , which was how I started getting interested in natural language processing.

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Defined.ai blog

JANUARY 19, 2023

With its limitless potential to drive future growth , competitiveness, and job creation, AI is predicted to become the competitive advantage of the 21st century. As a result, AI innovation and adoption have emerged as key to international competition in both economic and state applications. One of this AI projects is Accelerat.ai,a

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AWS Machine Learning Blog

OCTOBER 26, 2023

Since its introduction in 2021, Amazon SageMaker Canvas has enabled business analysts to build, deploy, and use a variety of ML models – including tabular, computer vision, and natural language processing – without writing a line of code. Advances in Neural Information Processing Systems , 33 , 9459-9474. Petroni, F.,

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Dataversity

FEBRUARY 15, 2021

Artificial intelligence (AI) is no longer a “nice-to-have.” From business processes and smart home technology to healthcare and life sciences, AI continues to evolve and grow as it plays an increasing role in many aspects of our work, home lives, and beyond. As we bid 2020 a […].

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Smart Data Collective

NOVEMBER 24, 2020

In this article, you’ll discover: upcoming trends in business intelligence what benefits will BI provide for businesses in 2020 and on? Natural Language Processing (NLP). Special feature: in-memory storage to boost data processing. Future of BI: What Does it Hold? Advantage: unpaired control over data. .

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