Marktechpost

MARCH 13, 2025

Sentence-BERT, DPR, and Contriever have demonstrated the benefits of contrastive learning and language-agnostic training for embedding quality. More recently, models like E5-Mistral and LaBSE, initialised from LLM backbones such as GPT-3 and Mistral, have outperformed traditional BERT and T5-based embeddings.

Large Language Models 44

Large Language Models BERT LLM Conversational AI 44

IBM Journey to AI blog

FEBRUARY 13, 2024

This data is fed into generational models, and there are a few to choose from, each developed to excel at a specific task. Generative adversarial networks (GANs) or variational autoencoders (VAEs) are used for images, videos, 3D models and music. Autoregressive models or large language models (LLMs) are used for text and language.

Generative AI 343

Generative AI Chatbots AI AI 343

NVIDIA

FEBRUARY 11, 2025

According to the 2024 AI Index report from the Stanford Institute for Human-Centered Artificial Intelligence, 149 foundation models were published in 2023, more than double the number released in 2022. In a 2021 paper, researchers reported that foundation models are finding a wide array of uses.

Neural Network 55

Neural Network Large Language Models Robotics BERT 55

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. Trained with 570 GB of data from books and all the written text on the internet, ChatGPT is an impressive example of the training that goes into the creation of conversational AI.

ChatGPT 124

ChatGPT Large Language Models OpenAI Conversational AI 124

NYU Center for Data Science

JUNE 30, 2023

NYUTron , the large language model (LLM), is able to read physicians’ notes and estimate patients’ risk of death, length of hospital stays, and other health factors. Finally, the research and development of language models relies on heavy compute, which is not commonly accessible to research groups in smaller hospitals.

Large Language Models 101

Large Language Models Natural Language Processing NLP BERT 101

Marktechpost

JANUARY 31, 2025

Large Language Models (LLMs) have become increasingly reliant on Reinforcement Learning from Human Feedback (RLHF) for fine-tuning across various applications, including code generation, mathematical reasoning, and dialogue assistance. The training data was distributed across SFT, RM, and PPO stages in a 20/40/40 ratio.

BERT 75

BERT Large Language Models Conversational AI AI 75

Marktechpost

JUNE 24, 2024

Impact of ChatGPT on Human Skills: The rapid emergence of ChatGPT, a highly advanced conversational AI model developed by OpenAI, has generated significant interest and debate across both scientific and business communities.

ChatGPT 116

ChatGPT Generative AI BERT NLP 116

ODSC - Open Data Science

APRIL 11, 2023

This workshop will introduce you to the fundamentals of PySpark (Spark’s Python API), the Spark NLP library, and other best practices in Spark programming when working with textual or natural language data. We have seen these techniques advancing multiple fields in AI such as NLP, Computer Vision, and Robotics.

NLP 96

NLP Data Science Large Language Models Data Scientist 96

AWS Machine Learning Blog

NOVEMBER 29, 2023

def __init__(self): self.celoss = torch.nn.CrossEntropyLoss(reduction='none') def loss( self, model: torch.nn.Module, transformed_batch: SiftingBatch, original_batch: Any = None, ) -> torch.Tensor: device = next(model.parameters()).device device batch = [t.to(device) device batch = [t.to(device)

Deep Learning 114

Deep Learning Conversational AI Natural Language Processing BERT 114

ODSC - Open Data Science

JANUARY 17, 2025

A well-trained AI system should understand your intent and retrieve relevant data to answerqueries With the rapid adoption of generative AI, virtual assistants, and other AI systems, the ability of large language models (LLMs) to accurately interpret user intent and retrieve relevant documents is critical.

NLP 40

NLP Natural Language Processing BERT Chatbots 40

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.

Generative AI 118

Generative AI Natural Language Processing Machine Learning Convolutional Neural Networks 118

ODSC - Open Data Science

JUNE 9, 2023

Word2Vec, encoder-decoder models, attention and transformers, pre-trained models, and transfer models have paved the way for what we’re seeing right now — GPT and large language models that can take billions of parameters. This allows BERT to learn a deeper sense of the context in which words appear.

Natural Language Processing 52

Natural Language Processing ChatGPT Generative AI BERT 52

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.

LLM 52

LLM Large Language Models Natural Language Processing NLP 52

Snorkel AI

AUGUST 24, 2023

How foundation models aid complaint resolution The recent emergence of foundation models (FMs) has amplified AI’s ability to accomplish many tasks, including complaint handling.

Large Language Models 52

Large Language Models Natural Language Processing LLM AI 52

Snorkel AI

AUGUST 24, 2023

How foundation models aid complaint resolution The recent emergence of foundation models (FMs) has amplified AI’s ability to accomplish many tasks, including complaint handling.

Large Language Models 52

Large Language Models Natural Language Processing Artificial Intelligence Artificial Intelligence 52

Snorkel AI

AUGUST 24, 2023

How foundation models aid complaint resolution The recent emergence of foundation models (FMs) has amplified AI’s ability to accomplish many tasks, including complaint handling.

Large Language Models 52

Large Language Models Natural Language Processing Artificial Intelligence Artificial Intelligence 52

Snorkel AI

AUGUST 24, 2023

How foundation models aid complaint resolution The recent emergence of foundation models (FMs) has amplified AI’s ability to accomplish many tasks, including complaint handling.

Large Language Models 52

Large Language Models Natural Language Processing Artificial Intelligence Artificial Intelligence 52

Pickl AI

DECEMBER 5, 2024

Summary: Retrieval Augmented Generation (RAG) is an innovative AI approach that combines information retrieval with text generation. By leveraging external knowledge sources, RAG enhances the accuracy and relevance of AI outputs, making it essential for applications like conversational AI and enterprise search.

Natural Language Processing 52

Natural Language Processing Conversational AI Chatbots Artificial Intelligence 52

The MLOps Blog

SEPTEMBER 12, 2024

TL;DR Reinforcement Learning from Human Feedback (RLHF) unlocked the full potential of today’s large language models (LLMs). Reinforcement Learning from Human Feedback (RLHF) has turned out to be the key to unlocking the full potential of today’s large language models (LLMs).

LLM 52

LLM Large Language Models Algorithm BERT 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.

Natural Language Processing 59

Natural Language Processing Computational Linguistics NLP ChatGPT 59

Unite.AI

AUGUST 8, 2023

These advanced AI deep learning models have seamlessly integrated into various applications, from Google's search engine enhancements with BERT to GitHub’s Copilot, which harnesses the capability of Large Language Models (LLMs) to convert simple code snippets into fully functional source codes.

Generative AI 243

Generative AI ChatGPT Neural Network Convolutional Neural Networks 243

Topbots

JUNE 29, 2023

In this article, we will consider the different implementation aspects of Text2SQL and focus on modern approaches with the use of Large Language Models (LLMs), which achieve the best performance as of now (cf. [2]; Evaluating the Text-to-SQL Capabilities of Large Language Models [3] Naihao Deng et al.

Algorithm 52

Algorithm Auto-complete 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.

LLM 105

LLM ChatGPT Prompt Engineering Prompt Engineer 105