Marktechpost

DECEMBER 12, 2023

Thanks to the success in increasing the data, model size, and computational capacity for auto-regressive language modeling, conversational AI agents have witnessed a remarkable leap in capability in the last few years. In comparison to the more powerful LLMs, this severely restricts their potential.

Generative AI 101

Generative AI AI Modeling Large Language Models LLM 101

Topbots

AUGUST 22, 2023

Large Language Models (LLMs) present a unique challenge when it comes to performance evaluation. Unlike traditional machine learning where outcomes are often binary, LLM outputs dwell in a spectrum of correctness. auto-evaluation) and using human-LLM hybrid approaches. Start small. Incorporate user feedback.

LLM 52

LLM Auto-complete Large Language Models Machine Learning 52

AssemblyAI

AUGUST 3, 2023

The rise of Large Language Models (LLMs) is revolutionizing how we interact with technology. Today, ChatGPT and other LLMs can perform cognitive tasks involving natural language that were unimaginable a few years ago. But how do we interpret the effect of RLHF fine-tuning over the original base LLM?

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LLM Chatbots ChatGPT OpenAI 238

Marktechpost

NOVEMBER 5, 2023

In conversational AI, evaluating the Theory of Mind (ToM) through question-answering has become an essential benchmark. These questions have revealed the limited ToM capabilities of LLMs. Researchers from different universities introduced FANToM, a benchmark for testing ToM in LLMs through conversational question answering.

LLM 120

LLM Conversational AI AI Researcher AI Research 120

Topbots

AUGUST 31, 2023

With the rush to adopt generative AI to stay competitive, many businesses are overlooking key risks associated with LLM-driven applications. Our analysis is informed by the OWASP Top 10 for LLM vulnerabilities list, which is published and constantly updated by the Open Web Application Security Project (OWASP).

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Large Language Models LLM Chatbots Natural Language Processing 80

Topbots

DECEMBER 5, 2023

Generated with DALL-E 3 In the rapidly evolving landscape of Natural Language Processing, 2023 emerged as a pivotal year, witnessing groundbreaking research in the realm of Large Language Models (LLMs). Top LLM Research Papers 2023 1. Where to learn more about this research?

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LLM Large Language Models Natural Language Processing Chatbots 110

Marktechpost

JANUARY 17, 2024

The field of natural language processing has been transformed by the advent of Large Language Models (LLMs), which provide a wide range of capabilities, from simple text generation to sophisticated problem-solving and conversational AI.

LLM 93

LLM Algorithm AI Researcher AI Research 93

Topbots

JANUARY 30, 2023

How popular LLMs score along human cognitive skills (source: semantic embedding analysis of ca. 400k AI-related online texts since 2021) Disclaimer: This article was written without the support of ChatGPT. In the business context, this can lead to bad surprises when too much power is given to an LLM.

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Large Language Models LLM Computational Linguistics Natural Language Processing 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. Sign up for more AI research updates.

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Generative AI Natural Language Processing Machine Learning Convolutional Neural Networks 118

ODSC - Open Data Science

AUGUST 7, 2023

This came with rapid innovation due to new technologies, further unlocking the power of AI. Since then, companies like Google, Facebook, and Tesla have been investing heavily in AI research, and they have made significant progress in developing new AI technologies.

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Artificial Intelligence Artificial Intelligence Machine Learning Data Science 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 OpenAI 52

Topbots

DECEMBER 5, 2023

Top 10 AI Research Papers 2023 1. Sparks of AGI by Microsoft Summary In this research paper, a team from Microsoft Research analyzes an early version of OpenAI’s GPT-4, which was still under active development at the time. Sign up for more AI research updates. Enjoy this article?

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AI Researcher AI Research Natural Language Processing Neural Network 111

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.

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ChatGPT Large Language Models OpenAI Conversational AI 124

AssemblyAI

FEBRUARY 6, 2024

Speech AI typically refers to three groups of AI models that help users understand speech or spoken data: Automatic Speech Recognition (ASR), Audio Intelligence, and Large Language Models (LLMs). Automatic Speech Recognition, or ASR , models are used to transcribe human speech into readable text.

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AI Modeling AI AI Large Language Models 246

NVIDIA

JUNE 12, 2024

This is the kind of horsepower needed to handle AI-assisted digital content creation, AI super resolution in PC gaming, generating images from text or video, querying local large language models (LLMs) and more. LLM performance is measured in the number of tokens generated by the model.

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LLM Generative AI AI AI 87

Topbots

DECEMBER 19, 2023

The NeurIPS 2023 conference, held in the vibrant city of New Orleans from December 10th to 16th, had a particular emphasis on generative AI and large language models (LLMs). One of the core themes of this year’s conference was the quest for more efficient AI systems. million ratings in total).

Computer Vision 52

Computer Vision Natural Language Processing AI Researcher AI Research 52

NVIDIA

AUGUST 31, 2023

The large language model ( LLM ) trained on two popular blockchain languages so it can help developers quickly draft smart contracts, a Web3 market that International Data Corp. We call it Baby, because we’re proud of it, and we’re building a larger, 40-billion parameter model now,” said Braginskiy.

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Generative AI LLM AI AI 119

NVIDIA

AUGUST 10, 2023

Thousands of hackers will tweak, twist and probe the latest generative AI platforms this week in Las Vegas as part of an effort to build more trustworthy and inclusive AI. NVIDIA DGX systems, originally used as an AI research instrument, are now running 24/7 at businesses across the world to refine data and process AI.

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Generative AI Large Language Models LLM OpenAI 89

Topbots

SEPTEMBER 11, 2023

To illustrate the model, we will use the running example of a copilot for the generation of marketing content. 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. Prompting is great to get a head-start into pre-trained models.

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UX Design AI AI Automation 59

Marktechpost

MAY 1, 2024

Free LLM Playgrounds and Their Comparative Analysis As the landscape of AI technology advances, the proliferation of free platforms to test large language models (LLMs) online has greatly increased. This barrier is mitigated by LLM playgrounds, online platforms that allow users to test various models freely.

LLM 101

LLM Large Language Models Data Scientist Artificial Intelligence 101

Marktechpost

JULY 15, 2023

Conversational AI refers to technology like a virtual agent or a chatbot that use large amounts of data and natural language processing to mimic human interactions and recognize speech and text. In recent years, the landscape of conversational AI has evolved drastically, especially with the launch of ChatGPT.

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Conversational AI AI Modeling Large Language Models Auto-classification 91

AWS Machine Learning Blog

NOVEMBER 26, 2023

In this post, we talk about how generative AI is changing the conversational AI industry by providing new customer and bot builder experiences, and the new features in Amazon Lex that take advantage of these advances.

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Generative AI Neural Network LLM Conversational AI 103

Topbots

MAY 24, 2023

Stable Diffusion – a set of open-source models for text-to-image generation. DeepFloyd IF – a powerful text-to-image model that can smartly integrate text into images. Stable LM – open source LLM. The Alpha version of the model is available in 3B and 7B parameters, with 15B to 65B parameter models to follow.

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Generative AI ChatGPT Computer Vision Natural Language Processing 119

Topbots

JULY 14, 2023

Thanks to the ability of Large Language Models (LLM) to process and understand texts, they can assist in reading texts and generating accurate summaries or standardizing information. Sign up for more AI research updates. Enjoy this article?

ChatGPT 52

ChatGPT Natural Language Processing LLM Prompt Engineer 52

ODSC - Open Data Science

JANUARY 11, 2024

According to the company, it was a new AI service that promised to revolutionize conversational AI by being powered by the LaMDA model. Meta AI Releases New Large Language Model LLaMA Not to be outdone, Meta related its own model named LLaMA. Databricks Introduces Dolly 2.0:

Large Language Models 52

Large Language Models Artificial Intelligence Artificial Intelligence OpenAI 52

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]).

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Auto-complete Algorithm Data Scientist Auto-classification 52

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.

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LLM ChatGPT Prompt Engineer Prompt Engineering 105