Google Research AI blog

FEBRUARY 7, 2023

The explosion in deep learning a decade ago was catapulted in part by the convergence of new algorithms and architectures, a marked increase in data, and access to greater compute. Below, we highlight a panoply of works that demonstrate Google Research’s efforts in developing new algorithms to address the above challenges.

Deep Learning 118

Deep Learning Algorithm Neural Network BERT 118

Unite.AI

JULY 23, 2024

This article explores the potential and challenges of mind-reading AI, highlighting its current capabilities and prospects. Once the brain signals are collected, AI algorithms process the data to identify patterns. These algorithms map the detected patterns to specific thoughts, visual perceptions, or actions.

Convolutional Neural Networks 317

Convolutional Neural Networks Neural Network Artificial Intelligence Artificial Intelligence 317

Unite.AI

NOVEMBER 6, 2023

In this article, we’ll look at the state of the traditional machine learning landscape concerning modern generative AI innovations. Traditional machine learning is a broad term that covers a wide variety of algorithms primarily driven by statistics. The two main types of traditional ML algorithms are supervised and unsupervised.

Machine Learning 204

Machine Learning Neural Network Deep Learning Convolutional Neural Networks 204

Unite.AI

SEPTEMBER 25, 2023

Initially, the attempts were simple and intuitive, with basic algorithms creating monotonous tunes. These deep-learning algorithms dissect individual preferences based on various musical elements such as tempo and mood to craft personalized song suggestions. Creating music using artificial intelligence began several decades ago.

Generative AI 296

Generative AI Deep Learning Algorithm AI 296

Towards AI

OCTOBER 31, 2024

Meme shared by ghost_in_the_machine TAI Curated section Article of the week How I Developed a NotebookLM Clone? By Vatsal Saglani This article explores the creation of PDF2Pod, a NotebookLM clone that transforms PDF documents into engaging, multi-speaker podcasts. Our must-read articles 1. Meme of the week!

LLM 105

LLM NLP BERT Large Language Models 105

Unite.AI

NOVEMBER 11, 2024

In contrast, LLMs rely on static data patterns and mathematical algorithms. LLMs, such as GPT-4 and BERT , operate on entirely different principles when processing and storing information. These models are trained on vast datasets comprising text from various sources, such as books, websites, articles, etc.

LLM 182

LLM Large Language Models Natural Language Processing BERT 182

Unite.AI

JULY 9, 2024

Owing to the ability of LLM watermarking frameworks to embed algorithmically detectable signals in model outputs to identify text generated by a LLM framework is playing a crucial role in mitigating the risks associated with the misuse of large language models.

LLM 130

LLM Large Language Models Algorithm Automation 130

Unite.AI

AUGUST 2, 2023

To tackle the issue of single modality, Meta AI released the data2vec, the first of a kind, self supervised high-performance algorithm to learn patterns information from three different modalities: image, text, and speech. In this article, we will be talking about the data2vec model in-depth.

Computer Vision 246

Computer Vision Convolutional Neural Networks Natural Language Processing Algorithm 246

Towards AI

SEPTEMBER 26, 2024

This is another resource-heavy issue with articles focusing on everything from early AI architectures to the latest developments in AI reasoning abilities. Read the complete article here! Our must-read articles 1. Good morning, AI enthusiasts! Enjoy the read! Meme of the week!

Neural Network 103

Neural Network BERT AI AI 103

AI Weekly

JANUARY 4, 2024

Powered by superai.com In the News Top AI Podcasts in 2024 In this article, we will explore the top AI podcasts for 2024 that offer insightful discussions, interviews, news, trends, and expert insights in the field of artificial intelligence. Facebook Email icon An envelope. Apptronik launched its humanoid robot "Apollo" in August.

Robotics 218

Robotics Artificial Intelligence Artificial Intelligence Large Language Models 218

Pickl AI

NOVEMBER 13, 2024

Generative AI refers to algorithms that can generate new content based on existing data. For example, Large Language Models (LLMs) like GPT-3 are capable of writing articles or stories that mimic human writing styles by learning from vast amounts of text data. This includes text, images, music, and more.

Generative AI 52

Generative AI BERT AI AI 52

Unite.AI

MAY 8, 2024

In this article, we will delve into the latest research at the intersection of graph machine learning and large language models. GLEM goes further by proposing a variational EM algorithm that alternates between updating the LLM and GNN components for mutual enhancement.

Neural Network 182

Neural Network Large Language Models LLM BERT 182

Marktechpost

NOVEMBER 20, 2023

The Fast Fourier Transform (FFT) convolution algorithm calculates the convolution between an input u and convolution kernel k by mapping the input and output frequencies. Despite being asymptotically efficient, the FFT convolution algorithm has a low wall-clock time on contemporary accelerators. and by up to 5.60

Artificial Intelligence 131

Artificial Intelligence Artificial Intelligence Algorithm BERT 131

Heartbeat

OCTOBER 10, 2023

Machine learning algorithms can process and analyze enormous volumes of data, which enables them to grow and learn over time. However, ensuring the algorithms are transparent and ethical is one of the most significant difficulties. However, ensuring the algorithms are transparent and ethical is one of the most significant difficulties.

BERT 52

BERT NLP Machine Learning Deep 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. NLP algorithms help computers understand, interpret, and generate natural language.

NLP 98

NLP Neural Network Natural Language Processing Convolutional Neural Networks 98

Unite.AI

MAY 24, 2024

In modern machine learning and artificial intelligence frameworks, transformers are one of the most widely used components across various domains including GPT series, and BERT in Natural Language Processing, and Vision Transformers in computer vision tasks. million training images, and over 50,000 validation images.

Convolutional Neural Networks 130

Convolutional Neural Networks Neural Network BERT Natural Language Processing 130

Pickl AI

SEPTEMBER 26, 2024

It involves developing algorithms and models that can process and analyse large amounts of natural language data, such as text or speech, to perform tasks like language translation, sentiment analysis, text summarisation, and question answering. What Is BERT In NLP? What is Natural Language Processing (NLP)?

NLP 52

NLP BERT Natural Language Processing Algorithm 52

Unite.AI

JULY 16, 2024

In this article, we'll take a deep dive into the technical details behind text-to-3D generation. This is typically done using large language models like BERT or GPT. b) Mesh extraction : The model uses a differentiable implementation of the marching cubes algorithm to convert the implicit representation into a polygonal mesh.

OpenAI 147

OpenAI BERT AI AI 147

Unite.AI

OCTOBER 11, 2024

This article will delve into this critical bottleneck and how merging RAG with data streams could unlock new applications in various domains. This dynamic functionality makes RAG more agile and accurate than models like GPT-3 or BERT , which rely on knowledge acquired during training that can quickly become outdated.

Large Language Models 162

Large Language Models BERT Chatbots Algorithm 162

Mlearning.ai

JUNE 8, 2023

Hidden secret to empower semantic search This is the third article of building LLM-powered AI applications series. From the previous article , we know that in order to provide context to LLM, we need semantic search and complex query to find relevant context (traditional keyword search, full-text search won’t be enough).

Machine Learning 52

Machine Learning BERT Neural Network OpenAI 52

AssemblyAI

JUNE 27, 2023

In this article, we take an overview of some exciting new advances in the space of Generative AI for audio that have all happened in the past few months , explaining where the key ideas come from and how they come together to bring audio generation to a new level. But how do these new audio-generative models work?

Generative AI 298

Generative AI BERT AI AI 298

Viso.ai

MARCH 20, 2024

Models like GPT 4, BERT, DALL-E 3, CLIP, Sora, etc., In this article, we’ll discuss the transformative impact of foundation models in modern AI developments. Use Cases for Foundation Models Applications in Pre-trained Language Models like GPT, BERT, Claude, etc. are at the forefront of the AI revolution.

AI Development 52

AI Development AI Developer Computer Vision BERT 52

ODSC - Open Data Science

FEBRUARY 17, 2023

NLTK is appreciated for its broader nature, as it’s able to pull the right algorithm for any job. BERT is still very popular over the past few years and even though the last update from Google was in late 2019 it is still widely deployed. Subscribe to our weekly newsletter here and receive the latest news every Thursday.

NLP 111

NLP BERT Deep Learning Data Science 111

Unite.AI

SEPTEMBER 18, 2023

In this article, we will be talking about how the collaboration between AI and blockchain gives birth to numerous privacy protection techniques, and their application in different verticals including de-identification, data encryption, k-anonymity, and multi-tier distributed ledger methods. The Paillier algorithm works as depicted.

Deep Learning 321

Deep Learning Artificial Intelligence Artificial Intelligence AI 321

Topbots

OCTOBER 4, 2023

Generated with Bing and edited with Photoshop Predictive AI has been driving companies’ ROI for decades through advanced recommendation algorithms, risk assessment models, and fraud detection tools. The predictive AI algorithms can be used to predict a wide range of variables, including continuous variables (e.g.,

Generative AI 113

Generative AI Natural Language Processing Convolutional Neural Networks Machine Learning 113

Marktechpost

APRIL 25, 2024

Understanding the terminology, from the foundational aspects of training and fine-tuning to the cutting-edge concepts of transformers and reinforcement learning, is the first step towards demystifying the powerful algorithms that drive modern AI language systems.

Large Language Models 131

Large Language Models LLM Neural Network Natural Language Processing 131

ODSC - Open Data Science

JANUARY 25, 2024

Traditionally, large language models like GPT and BERT have required extensive resources for fine-tuning to meet specific needs or to enhance their performance. This method is a lightweight, decoding-time algorithm that works in conjunction with black-box language models , which are typically large-scale and pre-trained.

Large Language Models 52

Large Language Models BERT Data Science Algorithm 52

Marktechpost

SEPTEMBER 9, 2024

For instance, a BERT model with 86 million parameters can perform NLI tasks, while the smallest effective zero-shot generative LLMs require 7-8 billion parameters. This approach allows the use of smaller encoder language models like BERT for classification tasks, dramatically reducing computational requirements compared to generative LLMs.

BERT 105

BERT Large Language Models LLM Categorization 105

AWS Machine Learning Blog

MARCH 20, 2023

In the following example figure, we show INT8 inference performance in C6i for a BERT-base model. The BERT-base was fine-tuned with SQuAD v1.1, This inference deployment setup uses a BERT-base model from the Hugging Face transformers repository (csarron/bert-base-uncased-squad-v1). 2xLarge-FP32 70 110.8 2xLarge-INT8 35.7

BERT 91

BERT Deep Learning ML Neural Network 91

John Snow Labs

MAY 26, 2023

Specifically, it involves using pre-trained transformer models, such as BERT or RoBERTa, to encode text into dense vectors that capture the semantic meaning of the sentences. In this article, we will discuss using state-of-the-art transformer-based models for this task.

NLP 52

NLP BERT Natural Language Processing Deep Learning 52

Becoming Human

MARCH 12, 2024

Legal professionals now leverage powerful AI tools with sophisticated algorithms for more efficient and precise processing of vast information repositories. This article provides a brief examination of how AI is reshaping legal research and case analysis. AI in legal research goes beyond speed and efficiency, presenting many benefits.

Automation 105

Automation Artificial Intelligence Artificial Intelligence NLP 105

Bugra Akyildiz

FEBRUARY 26, 2023

Bert paper has demos from HF spaces and Replicate. Libraries MLCommons Algorithmic Efficiency is a benchmark and competition measuring neural network training speedups due to algorithmic improvements in both training algorithms and models.

Neural Network 52

Neural Network Deep Learning BERT Algorithm 52

Marktechpost

JUNE 12, 2023

Other LLMs, like PaLM, Chinchilla, BERT, etc., The MeZO algorithm has been particularly designed to optimize Large Language Models with billions of parameters. This chatbot, based on Natural Language Processing (NLP) and Natural Language Understanding (NLU), allows users to generate meaningful text just like humans.

Large Language Models 105

Large Language Models Natural Language Processing BERT Artificial Intelligence 105

Shreyansh Singh

MARCH 26, 2023

The algorithm uses tiling to reduce the number of memory reads/writes between GPU high bandwidth memory (HBM) and GPU on-chip SRAM. FlashAttention can also be extended to block-spare attention and this results in the fastest approximate (or not) attention algorithm out there. length 512) compared to the MLPerf 1.1 length 1K).

Algorithm 99

Algorithm BERT Explainability 99

Marktechpost

JUNE 14, 2023

LLMs like ChatGPT, BERT, LLaMA, PaLM, etc., The team has also pointed out a trade-off between helpfulness and honesty, suggesting that boosting helpfulness may detract from the responses provided by the algorithm. From researchers and analysts to students and organizations, LLMs like ChatGPT are being used by everyone.

Large Language Models 98

Large Language Models BERT Artificial Intelligence Artificial Intelligence 98

Marktechpost

JUNE 3, 2023

With the introduction of Large Language Models like GPT, BERT, and LLaMA, almost every industry, including healthcare, finance, E-commerce, and media, is making use of these models for tasks like Natural Language Understanding (NLU), Natural Language Generation (NLG), question answering, programming, information retrieval and so on.

Large Language Models 98

Large Language Models BERT Artificial Intelligence Artificial Intelligence 98

O'Reilly Media

APRIL 23, 2024

Why is it that Amazon, which has positioned itself as “the most customer-centric company on the planet,” now lards its search results with advertisements, placing them ahead of the customer-centric results chosen by the company’s organic search algorithms, which prioritize a combination of low price, high customer ratings, and other similar factors?

BERT 109

BERT Algorithm AI AI 109