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. sales volume) and binary variables (e.g.,

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Marktechpost

JULY 14, 2023

In the past few months, Generative AI has become increasingly popular. From organizations to AI researchers, everyone is discovering the vast potential Generative AI holds to produce unique and original content, and that too in a wide range of fields. What is Generative AI?

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Marktechpost

JUNE 12, 2023

Large Language Models are rapidly advancing with the huge success of Generative Artificial Intelligence in the past few months. This chatbot, based on Natural Language Processing (NLP) and Natural Language Understanding (NLU), allows users to generate meaningful text just like humans.

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Large Language Models Natural Language Processing BERT Artificial Intelligence 99

Heartbeat

OCTOBER 12, 2023

Large language models have been game-changers in artificial intelligence, but the world is much more than just text. These language models are breaking boundaries, venturing into a new era of AI — Multi-Modal Learning. However, the influence of large language models extends beyond text alone.

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Large Language Models Neural Network Artificial Intelligence Artificial Intelligence 59

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

FEBRUARY 14, 2023

It is the latest in the research lab’s lineage of large language models using Generative Pre-trained Transformer (GPT) technology. But, like other large language models, it can be amusingly wrong. One of the key features of large language models is their ability to generate human-like text.

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ChatGPT Large Language Models OpenAI Conversational AI 124

Mlearning.ai

JUNE 8, 2023

Use algorithm to determine closeness/similarity of points. A few embeddings for different data type For text data, models such as Word2Vec , GLoVE , and BERT transform words, sentences, or paragraphs into vector embeddings. There is no need for the model itself that was used to train these vectors.

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Machine Learning BERT Neural Network OpenAI 52

Snorkel AI

OCTOBER 17, 2023

A lot of the models, algorithms, and even the public data that’s been used to train models like ChatGPT is really commoditizing, and it’s become apparent that the most valuable asset now is all the private, domain-specific data and knowledge being used. Is it tweaking the algorithm or the model?

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Large Language Models NLP Prompt Engineer Prompt Engineering 64

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. A notable study by Esteva et al.

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Large Language Models Automation NLP Machine Learning 40

Snorkel AI

OCTOBER 17, 2023

A lot of the models, algorithms, and even the public data that’s been used to train models like ChatGPT is really commoditizing, and it’s become apparent that the most valuable asset now is all the private, domain-specific data and knowledge being used. Is it tweaking the algorithm or the model?

Large Language Models 59

Large Language Models NLP Prompt Engineer Prompt Engineering 59

Chatbots Life

MAY 12, 2023

In practice, we can ask a language model to continue the sequence with the word it thinks is the most probable. The most simple approach and the one used in the GPT family of models is in fact asking the model to predict the next word in a sequence.

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ChatGPT Software Engineer NLP Prompt Engineer 103

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.

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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 29, 2023

This vision is embraced by conversational interfaces which allow humans to interact with data using language, our most intuitive and universal channel of communication. After parsing a question, an algorithm encodes it into a structured logical form in the query language of choice, such as SQL. in the data.

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Auto-complete Algorithm Data Scientist Auto-classification 52

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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LLM ChatGPT Prompt Engineer Prompt Engineering 105