Topbots

JUNE 6, 2023

In October 2022, I published an article on LLM selection for specific NLP use cases , such as conversation, translation and summarisation. Since then, AI has made a huge step forward, and in this article, we will review some of the trends of the past months as well as their implications for AI builders.

LLM 105

LLM ChatGPT Prompt Engineer Prompt Engineering 105

Marktechpost

JANUARY 4, 2024

The development of Large Language Models (LLMs), such as GPT and BERT, represents a remarkable leap in computational linguistics. Meet ‘Unicron,’ a novel system that Alibaba Group and Nanjing University researchers developed to enhance and streamline the LLM training process. Check out the Paper.

Computational Linguistics 114

Computational Linguistics Large Language Models LLM BERT 114

John Snow Labs

JUNE 27, 2023

What are Large Language Models (LLMs)? Large language models (LLMs) are precisely that – advanced AI models designed to process, understand, and generate natural language in a way that mimics human cognitive capabilities. BERT excels in understanding context and generating contextually relevant representations for a given text.

Large Language Models 52

Large Language Models BERT Natural Language Processing NLP 52

Marktechpost

JULY 16, 2023

The well-known large language models such as GPT, DALLE, and BERT perform extraordinary tasks and ease lives. Also, don’t forget to join our 18k+ ML SubReddit , Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

Large Language Models 78

Large Language Models LLM Artificial Intelligence Artificial Intelligence 78

Marktechpost

NOVEMBER 22, 2023

An embedding similarity search looks at the embeddings of previously trained models (like BERT) to discover related and maybe polluted cases. In addition, there is a developing trend in model training that uses synthetic data generated by LLMs (e.g., All credit for this research goes to the researchers of this project.

Large Language Models 115

Large Language Models LLM BERT Explainability 115

Marktechpost

JULY 22, 2023

The well-known large language models such as GPT, DALLE, and BERT perform extraordinary tasks and ease lives. Recently, MLC-LLM has been introduced, which is an open framework that brings LLMs directly into a broad class of platforms like CUDA, Vulkan, and Metal that, too, with GPU acceleration.

LLM 52

LLM Large Language Models Natural Language Processing Artificial Intelligence 52

Marktechpost

JULY 3, 2023

With the release of the latest chatbot developed by OpenAI called ChatGPT, the field of AI has taken over the world as ChatGPT, due to its GPT’s transformer architecture, is always in the headlines. Almost every industry is utilizing the potential of AI and revolutionizing itself.

Large Language Models 97

Large Language Models Natural Language Processing LLM BERT 97

Marktechpost

APRIL 6, 2024

With its distinctive linguistic structure and deep cultural context, Korean has often posed a challenge for conventional English-based LLMs, prompting a shift toward more inclusive and culturally aware AI research and development. Codex further explores the integration of code generation within LLMs.

Large Language Models 92

Large Language Models BERT LLM OpenAI 92

Marktechpost

JULY 24, 2023

Large Language Models (LLMs) have successfully proven to be the best innovation in the field of Artificial Intelligence. From BERT, PaLM, and GPT to LLaMa DALL-E, these models have shown incredible performance in understanding and generating language for the purpose of imitating humans. Check out the Paper.

Large Language Models 88

Large Language Models LLM BERT Artificial Intelligence 88

Marktechpost

JULY 5, 2023

However, early legal LLM (LawGPT) still has a lot of hallucinations and inaccurate results, so this isn’t the case. At first, they understood the demand for a Chinese legal LLM. It is based on the LLM. They also noted that a single general-purpose legal LLM might only function well in this area across some jobs.

Large Language Models 113

Large Language Models LLM Artificial Intelligence Artificial Intelligence 113

Marktechpost

SEPTEMBER 17, 2023

The Radiology-Llama2 LLM, tuned for radiology by instruction tuning to provide radiological impressions from results, fills this gap in the literature. Studies reveal that it outperforms standard LLMs regarding the produced impressions’ coherence, conciseness, and clinical usefulness. Check out the Paper.

Large Language Models 131

Large Language Models Natural Language Processing Computer Vision BERT 131

Marktechpost

JULY 19, 2023

From producing unique and creative content and questioning answers to translating languages and summarizing textual paragraphs, LLMs have been successful in imitating humans. Some well-known LLMs like GPT, BERT, and PaLM have been in the headlines for accurately following instructions and accessing vast amounts of high-quality data.

Large Language Models 40

Large Language Models LLM BERT AI Tools 40

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 OpenAI 52

AssemblyAI

MAY 3, 2023

In the grand tapestry of modern artificial intelligence, how do we ensure that the threads we weave when designing powerful AI systems align with the intricate patterns of human values? This question lies at the heart of AI alignment , a field that seeks to harmonize the actions of AI systems with our own goals and interests.

Large Language Models 363

Large Language Models Neural Network LLM Chatbots 363

Marktechpost

JULY 4, 2023

Applications of LLMs The chart below summarises the present state of the Large Language Model (LLM) landscape in terms of features, products, and supporting software. Copywriting The most popular model for this task is GPT-3; however, there are open-source alternatives such as BLOOM (from BigScience) and Eleuther AI’s GPT-J.

Large Language Models 91

Large Language Models BERT Natural Language Processing Categorization 91

Marktechpost

JULY 29, 2023

GPT 4, BERT, PaLM, etc. Benchmark is basically a collection of standardized tasks made to test language models’ (LLMs’) abilities. Benchmark is basically a collection of standardized tasks made to test language models’ (LLMs’) abilities.

Large Language Models 89

Large Language Models BERT Natural Language Processing Artificial Intelligence 89

Marktechpost

JULY 1, 2023

Large Language Models (LLMs) have proven to be really effective in the fields of Natural Language Processing (NLP) and Natural Language Understanding (NLU). Famous LLMs like GPT, BERT, PaLM, etc., are being used by researchers to provide solutions in every domain ranging from education and social media to finance and healthcare.

Large Language Models 103

Large Language Models Natural Language Processing BERT AI Tools 103

Marktechpost

AUGUST 3, 2023

First, they proposed an LLM-based approach to generate a music captioning dataset, LP-MusicCaps. Second, they proposed a systemic evaluation scheme for music captions generated by LLMs. The researchers compared this LLM-based caption generator with template-based methods (tag concatenation, prompt template ) and K2C augmentation.

Data Scarcity 52

Data Scarcity Large Language Models BERT Natural Language Processing 52

Marktechpost

JULY 19, 2023

Most current LLMs are text-only, i.e., they excel only at text-based applications and have limited ability to understand other types of data. Examples of text-only LLMs include GPT-3 , BERT , RoBERTa , etc. The recently released GPT-4 by Open AI is an example of Multimodal LLM.

Artificial Intelligence 95

Artificial Intelligence Artificial Intelligence Large Language Models Robotics 95

Flipboard

JULY 4, 2023

From education and finance to healthcare and media, LLMs are contributing to almost every domain. Famous LLMs like GPT, BERT, PaLM, and LLaMa are revolutionizing the AI industry by imitating humans. The field of Artificial Intelligence is booming with every new release of these models. What are Vector Databases?

Large Language Models 126

Large Language Models Machine Learning Natural Language Processing BERT 126

Marktechpost

JUNE 12, 2023

Other LLMs, like PaLM, Chinchilla, BERT, etc., have also shown great performances in the domain of AI. It basically adjusts the parameters of an already trained LLM using a smaller and domain-specific dataset. It meaningfully answers questions, summarizes long paragraphs, completes codes and emails, etc.

Large Language Models 96

Large Language Models Natural Language Processing BERT Artificial Intelligence 96

Flipboard

JULY 10, 2023

Examples of LLMs include GPT-3 (Generative Pre-trained Transformer 3) and BERT (Bidirectional Encoder Representations from Transformers). LLMs are trained on massive amounts of data, often billions of words, to develop a broad understanding of language. All Credit For This Research Goes To the Researchers on This Project.

Large Language Models 65

Large Language Models Deep Learning Natural Language Processing BERT 65

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 89

Large Language Models BERT Artificial Intelligence Artificial Intelligence 89

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

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

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. a social media post or product description).

Generative AI 118

Generative AI Natural Language Processing Machine Learning Convolutional Neural Networks 118

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

ODSC - Open Data Science

FEBRUARY 14, 2023

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. It is exciting to see the launch of ChatGPT,” said Cathy Feng, Evalueserve’s AI Expert. This will help AI adoption in the long term.

ChatGPT 124

ChatGPT Large Language Models OpenAI Conversational AI 124

AWS Machine Learning Blog

APRIL 29, 2024

To build a production-grade AI system today (for example, to do multilingual sentiment analysis of customer support conversations), what are the primary technical challenges? Historically, natural language processing (NLP) would be a primary research and development expense. The following figure illustrates this workflow.

ML 93

ML Python Data Scientist Deep Learning 93

AWS Machine Learning Blog

MARCH 6, 2023

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. LLMs’ generative abilities make them popular for text synthesis, summarization, machine translation, and more.

Large Language Models 75

Large Language Models LLM Machine Learning ML 75

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.

Large Language Models 40

Large Language Models Automation NLP Machine Learning 40

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]; 2]; for a survey over alternative approaches beyond LLMs, readers are referred to [3]).

Auto-complete 52

Auto-complete Algorithm Data Scientist Auto-classification 52

Heartbeat

OCTOBER 12, 2023

These language models are breaking boundaries, venturing into a new era of AI — Multi-Modal Learning. In a world where words are just the beginning, AI is learning to speak the language of the senses. At its core, it encompasses integrating and interpreting diverse sensory inputs, including images, audio, videos, and more.

Large Language Models 59

Large Language Models Neural Network Artificial Intelligence Artificial Intelligence 59

Snorkel AI

OCTOBER 17, 2023

In June, he participated in a live fireside talk with Snorkel AI co-founder and CEO Alex Ratner during our Future of Data-Centric AI virtual conference. For years you’ve been a big leader in applying AI—generally in the NLP and AI research communities, but also specifically for finance.

Large Language Models 64

Large Language Models NLP Prompt Engineer Prompt Engineering 64

Snorkel AI

OCTOBER 17, 2023

In June, he participated in a live fireside talk with Snorkel AI co-founder and CEO Alex Ratner during our Future of Data-Centric AI virtual conference. For years you’ve been a big leader in applying AI—generally in the NLP and AI research communities, but also specifically for finance.

Large Language Models 59

Large Language Models NLP Prompt Engineer Prompt Engineering 59