Analytics Vidhya

MARCH 22, 2023

Introduction Source: App Inventiv Like other industries, 2020 (the COVID-19 pandemic) was a rough patch for the insurance industry. But even then, the phase proved to be a turning point that reinforced the importance of technology, especially Machine Learning and Artificial Intelligence.

Machine Learning 270

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Marktechpost

FEBRUARY 21, 2024

In the past few years, generalist AI systems have shown remarkable progress in the field of computer vision and natural language processing and are widely used in many real-world settings, such as robotics, video generation, and 3D asset creation. Their capabilities lead to better efficiency and an enhanced user experience.

Robotics 114

Robotics Computer Vision Natural Language Processing Algorithm 114

Unite.AI

JANUARY 2, 2024

Large Language Models (LLMs) have contributed to advancing the domain of natural language processing (NLP), yet an existing gap persists in contextual understanding. In 2020, Meta introduced the RAG framework to extend LLMs beyond their training data. How Retrieval Augmented Generation Works?

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LLM Large Language Models Chatbots Natural Language Processing 243

AI Weekly

OCTOBER 26, 2023

cryptopolitan.com Applied use cases Alluxio rolls out new filesystem built for deep learning Alluxio Enterprise AI is aimed at data-intensive deep learning applications such as generative AI, computer vision, natural language processing, large language models and high-performance data analytics. voxeurop.eu

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Neural Network Convolutional Neural Networks Robotics Deep Learning 197

Unite.AI

OCTOBER 19, 2023

” Source The above timeline highlights major GenAI advancements from 2020 to 2023. Conclusion As the world rapidly advances in its utilization of Large Language Models (LLMs), understanding their inner workings, vulnerabilities, and defense mechanisms is crucial. However, with their vast potentials come substantial risks.

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Prompt Engineer Prompt Engineering Large Language Models LLM 277

Unite.AI

SEPTEMBER 21, 2023

million in 2020. AI systems can process large amounts of data to learn patterns and relationships and make accurate and realistic predictions that improve over time. According to Fortune Business Insights, the global AI and blockchain market value is projected to grow to $930 million by 2027 , compared to $220.5

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Towards AI

JULY 20, 2023

Natural Language Processing Getting desirable data out of published reports and clinical trials and into systematic literature reviews (SLRs) — a process known as data extraction — is just one of a series of incredibly time-consuming, repetitive, and potentially error-prone steps involved in creating SLRs and meta-analyses.

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Data Extraction NLP Natural Language Processing Automation 82

Marktechpost

JULY 5, 2023

OpenAI’s GPT models have allowed major natural language processing (NLP) advancements. These models are pre-trained on large volumes of information, such as books and websites, to produce natural-sounding, well-structured text. Models are regularly updated to reflect the most recent advances in technology.

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ODSC - Open Data Science

JUNE 13, 2023

People use a variety of expressions and languages mixed with their personal style of communication. billion social media users worldwide in 2021, which marks a five percent increase from 2020. Other platforms such as YouTube reported reaching two billion users in October 2020 with a revenue of USD 19.8 billion in 2017 to 3.78

Data Science 52

Data Science Natural Language Processing Python Machine Learning 52

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.

NLP 98

NLP Neural Network Natural Language Processing Convolutional Neural Networks 98

Unite.AI

FEBRUARY 16, 2024

Since its launch in 2020, the Buddy app has won several awards and topped the charts in the App Store's Kids and Education category with over 36M downloads worldwide. We decided that Buddy would be a multimodal AI tutor – an animated pedagogical agent capable of voice recognition and natural language processing.

Natural Language Processing 173

Natural Language Processing AI AI UX Design 173

Flipboard

MAY 10, 2023

They have published upwards of 1,000 research papers in the fields of natural language processing , computer vision , common sense reasoning , and other key components of artificial intelligence. Researchers help startup founders at the incubator test ideas and develop and train AI models.

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Artificial Intelligence Artificial Intelligence Natural Language Processing AI 160

Unite.AI

JANUARY 5, 2024

The World Economic Forum projects that from 2020 to 2025, the evolution of AI will lead to the disruption of 85 million jobs worldwide, while also generating 97 million new job opportunities. Up until now, their attention has been diverted from exploring things they would have liked to do in favor of tasks that must be completed.

UX Design 182

UX Design Artificial Intelligence Artificial Intelligence Algorithm 182

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.

Neural Network 117

Neural Network Natural Language Processing NLP Computational Linguistics 117

NYU Center for Data Science

SEPTEMBER 21, 2023

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. Then in 2020, I started my PhD. The introduction of large language models changed the direction of your research?

Natural Language Processing 87

Natural Language Processing NLP Large Language Models Data Science 87

Towards AI

JULY 21, 2023

Photo by Kunal Shinde on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher | 08.09.20 Language diversity Estimate the language diversity of the sample of languages you are studying (Ponti et al., Research Work on methods that address the challenges of low-resource languages.

NLP 87

NLP Auto-complete Natural Language Processing BERT 87

NVIDIA

NOVEMBER 15, 2023

The court clerk of AI is a process called retrieval-augmented generation, or RAG for short. That’s when researchers in information retrieval prototyped what they called question-answering systems, apps that use natural language processing ( NLP ) to access text, initially in narrow topics such as baseball.

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LLM Generative AI AI Modeling Neural Network 136

IBM Journey to AI blog

OCTOBER 9, 2023

In the business world, AI could offer companies a competitive edge over peers slow to adopt machine learning, natural language processing (NLP) and generative capabilities. AI has also begun to provide concrete use cases indicating how the technology can help improve customer service in a tangible way.

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IBM Journey to AI blog

JULY 11, 2023

AI technologies like natural language processing (NLP), predictive analytics and speech recognition can lead to healthcare providers having more effective communication with patients, which can lead to better patient experience, care and outcomes. AI can also improve accessibility. According to the U.S.

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How to Learn Machine Learning

MAY 14, 2023

When selecting projects, consider tackling problems in different domains, such as natural language processing, computer vision, or recommendation systems. Some popular areas of specialization include natural language processing, computer vision, and reinforcement learning. Publisher) Buy on Amazon 5.

Machine Learning 52

Machine Learning Natural Language Processing Convolutional Neural Networks Deep Learning 52

Heartbeat

AUGUST 23, 2023

But what if there was a technique to quickly and accurately solve this language puzzle? Enter Natural Language Processing (NLP) and its transformational power. But what if there was a way to unravel this language puzzle swiftly and accurately?

NLP 52

NLP Natural Language Processing Algorithm Categorization 52

Towards AI

AUGUST 25, 2023

Brownlee, “ Applied Machine Learning Process,” Machine Learning Mastery, Feb. 16, 2020. [4] Natural Language Processing with Python — Analyzing Text with the Natural Language Toolkit. Speech and Language Processing. 12, 2014. [3] 12, 2021. [6] O’Reilly Media, ISBN: 978–1491957660, 2017.

Software Engineer 96

Software Engineer Machine Learning Neural Network Artificial Intelligence 96

Unite.AI

JULY 20, 2023

In 2020, Scalenut was founded in India by two tech enthusiasts: Gaurav Goyal and Mayank Jain. NLP Analysis Scalenut uses NLP (Natural Language Processing) AI to generate human-like content. With its advanced Natural Language Processing (NLP) capabilities, it creates quality content effortlessly.

AI 245

AI AI NLP Natural Language Processing 245

Mlearning.ai

MAY 11, 2023

ChatGPT is an AI language model that has taken the world by storm since its release in 2020. GPT is like a really smart computer that can understand and use language to create new sentences and paragraphs that make sense. It does this by learning from a lot of examples of language that humans have written or spoken before.

Neural Network 52

Neural Network Explainability Convolutional Neural Networks Natural Language Processing 52

Defined.ai blog

JANUARY 19, 2023

While the US has a comparative advantage in several AI areas, such as AI services, audio and natural language processing, robotics, and connected and automated vehicles, one factor giving China its competitive edge is its access to big data, the fuel of AI development. One of this AI projects is Accelerat.ai,a

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Unite.AI

NOVEMBER 8, 2023

Natural Language Processing (NLP) has experienced some of the most impactful breakthroughs in recent years, primarily due to the the transformer architecture. BERT T5 (Text-to-Text Transfer Transformer) : Introduced by Google in 2020 , T5 reframes all NLP tasks as a text-to-text problem, using a unified text-based format.

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Heartbeat

JUNE 6, 2023

In recent years, researchers have also explored using GCNs for natural language processing (NLP) tasks, such as text classification , sentiment analysis , and entity recognition. Once the GCN is trained, it is easier to process new graphs and make predictions about them. Richong, Z., Yongyi, M., & Xudong L.

NLP 59

NLP Convolutional Neural Networks Neural Network Natural Language Processing 59

Towards AI

JULY 20, 2023

Jerome in his Study | Durer NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER The NLP Cypher | 03.14.21 Byte2Speech Framework adopts the multi-lingual and multi-speaker transformer TTS framework in Yang & He (2020), and extends it to byte inputs. FYI, not the same as DeepMind’s Math dataset.

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NLP Deep Learning Data Analysis Natural Language Processing 82

Becoming Human

MARCH 17, 2023

Trends resonate with Gartner predictions : about 25% customer service operations relying on virtual assistants by the year 2020 may reach the USD 11.5 That makes 47.3 million adults, or about 20% of the US population. billion mark by the year 2024. This report indicates that speech recognition will grow by USD 7.5

Neural Network 124

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Pickl AI

FEBRUARY 22, 2023

Key statistics According to LinkedIn’s 2020 Emerging Jobs Report , Artificial Intelligence Specialist is the #1 emerging job in the US with 74% annual growth rate in the last 4 years. To ensure flawless work, AI engineers work with a range of technologies like machine learning, natural language processing, and computer vision.

AI Engineer 52

AI Engineer Natural Language Processing Artificial Intelligence Artificial Intelligence 52

Chatbots Life

APRIL 19, 2024

of buyers turned to digital assistants in 2020 for purchases. 70% of consumers in 2020 expressed interest in using digital assistants for basic customer service needs. between 2019 and 2020. With advancements in ML, AI, and natural language processing, chatbots are expected to become more human-like.

Chatbots 98

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Sebastian Ruder

JANUARY 19, 2021

The selection of areas and methods is heavily influenced by my own interests; the selected topics are biased towards representation and transfer learning and towards natural language processing (NLP).  2020 saw the development of ever larger language and dialogue models such as Meena ( Adiwardana et al.,

NLP 52

NLP ML Computer Vision Natural Language Processing 52

NYU Center for Data Science

SEPTEMBER 28, 2023

It’s a pivotal time in Natural Language Processing (NLP) research, marked by the emergence of large language models (LLMs) that are reshaping what it means to work with human language technologies.

Machine Learning 84

Machine Learning NLP ML Large Language Models 84

John Snow Labs

JUNE 27, 2023

Are you curious about the groundbreaking advancements in Natural Language Processing (NLP)? Prepare to be amazed as we delve into the world of Large Language Models (LLMs) – the driving force behind NLP’s remarkable progress. and GPT-4, marked a significant advancement in the field of large language models.

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Large Language Models BERT Natural Language Processing NLP 52

Chatbots Life

MARCH 16, 2023

Zendesk Customer Experience Trends Report 2020 found that 60% of customers feel long wait times are one of the most frustrating parts of customer service. Voice Assistants are More Robust Than Chatbots Voice assistants can often provide a more natural and human-like experience for your customers using NLP (natural language processing).

Conversational AI 52

Conversational AI Automation Natural Language Processing AI 52

Pickl AI

JANUARY 16, 2024

billion 15.60% NLP (Natural Language Processing) Unlocking unstructured data potential. With 93,000 vacant Data Science jobs in India by August 2020 and projections of 11 million job openings by 2026, the field presents unprecedented growth opportunities, especially for those with less than five years of experience.

Data Analysis 52

Data Analysis Data Scientist Data Science Machine Learning 52

Heartbeat

MAY 16, 2023

Sentiment analysis is a common natural language processing (NLP) task that involves determining the sentiment of a given piece of text, such as a tweet, product review, or customer feedback.

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NLP Natural Language Processing Machine Learning Deep Learning 52