Marktechpost

JUNE 7, 2023

The transformer models like BERT and T5 have recently got popular due to their excellent properties and have utilized the idea of self-supervision in Natural Language Processing tasks. These models are first trained with massive amounts of unlabeled data, then fine-tuned with labeled data samples.

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Natural Language Processing BERT Computer Vision Artificial Intelligence 96

Marktechpost

JUNE 20, 2023

Large Language Models (LLMs) have taken the Artificial Intelligence community by storm. GPT 4, DALLE 2, and BERT, also known as the foundation models, perform extraordinary tasks and ease our lives by generating unique content given just a short natural language prompt. The well-known LLMs like GPT-3.5,

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Marktechpost

DECEMBER 19, 2023

Operating in a partially observed Markov Decision Process, the premium is computed through a VLM based on scanned images and language-based goals. It demonstrates deriving rewards for diverse language goals from CLIP, training RL agents across Playhouse and AndroidEnv domains. If you like our work, you will love our newsletter.

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Prompt Engineer Prompt Engineering BERT Artificial Intelligence 109

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. However, the recent surge in generative AI has made it the new hot topic. Sign up for more AI research updates.

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Generative AI Natural Language Processing Machine Learning Convolutional Neural Networks 118

Marktechpost

NOVEMBER 10, 2023

In the same context, a research team published a new paper introducing a novel data augmentation method called “AugGPT.” ” This method leverages ChatGPT, a large language model, to generate auxiliary samples for few-shot text classification tasks. This process enhances data diversity.

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Topbots

JULY 6, 2023

If you’d like to skip around, here are the language models we featured: GPT-3 by OpenAI LaMDA by Google PaLM by Google Flamingo by DeepMind BLIP-2 by Salesforce LLaMA by Meta AI GPT-4 by OpenAI If this in-depth educational content is useful for you, you can subscribe to our AI research mailing list to be alerted when we release new material.

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LLM Large Language Models Natural Language Processing OpenAI 52

AWS Machine Learning Blog

MARCH 6, 2023

Language models are statistical methods predicting the succession of tokens in sequences, using natural text. Large language models (LLMs) are neural network-based language models with hundreds of millions ( BERT ) to over a trillion parameters ( MiCS ), and whose size makes single-GPU training impractical.

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Large Language Models LLM Machine Learning ML 83

ODSC - Open Data Science

APRIL 11, 2023

Speaker: Akash Tandon, Co-Founder and Co-author of Advanced Analytics with PySpark | Looppanel and O’Reilly Media Self-Supervised and Unsupervised Learning for Conversational AI and NLP Self-supervised and Unsupervised learning techniques such as Few-shot and Zero-shot learning are changing the shape of AI research and product community.

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NLP Large Language Models Data Science Big Data 96

Marktechpost

JULY 16, 2023

The previous year saw a significant increase in the amount of work that concentrated on Computer Vision (CV) and Natural Language Processing (NLP). Because of this, academics worldwide are looking at the potential benefits deep learning and large language models (LLMs) might bring to audio generation.

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Large Language Models Categorization Natural Language Processing Computer Vision 98

Marktechpost

JUNE 30, 2023

Artificial Intelligence is evolving with the introduction of Generative AI and Large Language Models (LLMs). Well-known models like GPT, BERT, PaLM, etc., are some great additions to the long list of LLMs that are transforming how humans and computers interact. Check Out the Project Page and Paper.

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Neural Network BERT Large Language Models Artificial Intelligence 98

Snorkel AI

MARCH 19, 2024

Read on to see how Google and Snorkel AI customized PaLM 2 using domain expertise and data development to improve performance by 38 F1 points in a matter of hours. In the landscape of modern enterprise applications, large language models (LLMs) like Google Gemini and PaLM 2 stand at the forefront of transformative technologies.

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Snorkel AI

MARCH 19, 2024

Read on to see how Google and Snorkel AI customized PaLM 2 using domain expertise and data development to improve performance by 38 F1 points in a matter of hours. In the landscape of modern enterprise applications, large language models (LLMs) like Google Gemini and PaLM 2 stand at the forefront of transformative technologies.

Data Scientist 52

Data Scientist AI AI LLM 52

John Snow Labs

MAY 8, 2024

Pathology, an aspect of diagnosis is undergoing significant changes, with the emergence of Large Language Models (LLMs). Propelled by advancements in intelligence (AI) and machine learning (ML) LLMs are reshaping the way we analyze and interpret the intricate datasets found in pathology.

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Large Language Models Automation NLP Machine Learning 40

Marktechpost

JULY 24, 2023

Researchers believe they can train a language model because of the competition to construct enormously large models that the power of scale has sparked. The initial BERT model is used for many real-world applications in natural language processing.

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AI Researcher AI Research BERT Natural Language Processing 52

Sebastian Ruder

NOVEMBER 14, 2022

Models that allow interaction via natural language have become ubiquitious. Research models such as BERT and T5 have become much more accessible while the latest generation of language and multi-modal models are demonstrating increasingly powerful capabilities. In Proceedings of ICLR 2021.

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Natural Language Processing NLP Computational Linguistics AI 52

Topbots

JUNE 15, 2023

Large language models such as ChatGPT process and generate text sequences by first splitting the text into smaller units called tokens. Over a hundred years ago, telegraphy, a revolutionary technology of its time (“the internet of its era”), faced language inequities similar to those we see in today’s large language models.

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Natural Language Processing Computational Linguistics NLP ChatGPT 59

Topbots

JUNE 6, 2023

Autoencoding models, which are better suited for information extraction, distillation and other analytical tasks, are resting in the background — but let’s not forget that the initial LLM breakthrough in 2018 happened with BERT, an autoencoding model. Scaling Laws for Neural Language Models. [7] 7] Jason Wei et al.

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