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 126

LLM Conversational AI AI Researcher AI Research 126

Marktechpost

JULY 3, 2023

The LLM consumes the text data during training and tries to anticipate the following word or series of words depending on the context. Text Summarization: LLMs are excellent in text summarization, which entails retaining vital information while condensing lengthy texts into shorter, more digestible summaries.

Large Language Models 98

Large Language Models Natural Language Processing LLM BERT 98

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. times better performance than existing state-of-the-art LLM service systems.

LLM 93

LLM Algorithm AI Researcher AI Research 93

Topbots

DECEMBER 5, 2023

Top LLM Research Papers 2023 1. LLaMA by Meta AI Summary The Meta AI team asserts that smaller models trained on more tokens are easier to retrain and fine-tune for specific product applications. The instruction tuning involves fine-tuning the Q-Former while keeping the image encoder and LLM frozen.

LLM 110

LLM Large Language Models Natural Language Processing Conversational AI 110

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?

AI Researcher 111

AI Researcher AI Research Natural Language Processing Neural Network 111

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).

Large Language Models 80

Large Language Models LLM Chatbots Natural Language Processing 80

Topbots

NOVEMBER 27, 2023

Be prepared to adapt swiftly to evolving regulatory landscapes, such as GDPR policies, that may impose limitations on the use of generative AI technology. Generative AI Vulnerabilities. Sign up for more AI research updates. Email Address * Name * First Last Company * What business use cases are you applying AI to?

Software Development 104

Software Development Generative AI Prompt Engineer Prompt Engineering 104

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.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Machine Learning Data Science 52

Heartbeat

NOVEMBER 16, 2023

An In-depth Look into Evaluating AI Outputs, Custom Criteria, and the Integration of Constitutional Principles Photo by Markus Winkler on Unsplash Introduction In the age of conversational AI, chatbots, and advanced natural language processing, the need for systematic evaluation of language models has never been more pronounced.

LLM 52

LLM Chatbots Explainability Deep Learning 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

OCTOBER 4, 2023

For example, a marketing agency might use a generative AI model to generate creative content, such as blog posts, articles, and social media posts. First, they can select a pretrained LLM that demonstrates acceptable performance for their use case. Sign up for more AI research updates. Enjoy this article?

Generative AI 118

Generative AI Natural Language Processing Machine Learning Convolutional Neural Networks 118

AssemblyAI

MAY 3, 2023

This is heavily due to the popularization (and commercialization) of a new generation of general purpose conversational chatbots that took off at the end of 2022, with the release of ChatGPT to the public. Thanks to the widespread adoption of ChatGPT, millions of people are now using Conversational AI tools in their daily lives.

Large Language Models 363

Large Language Models Neural Network LLM Chatbots 363

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. and is trained in a manner similar to OpenAI’s earlier InstructGPT, but on conversations.

ChatGPT 124

ChatGPT Large Language Models OpenAI Conversational AI 124

AssemblyAI

FEBRUARY 6, 2024

Top ASR models, like Conformer-2 , are informed by state-of-the-art AI research and trained on enormous datasets to achieve near-human accuracy. ASR models can transcribe speech both synchronously, with the aid of real-time transcription models , or asynchronously.

AI Modeling 246

AI Modeling AI AI Large Language Models 246

TheSequence

FEBRUARY 18, 2024

Created Using DALL-E Next Week in The Sequence: Edge 371: Our series about reasoning in LLMs continues with an exploration of the Skeleton-of-Thoughts(SoT) method. We review the original SoT paper by Microsoft Research and the Dify framework for developing LLM applications. Edge 372: We review the research behind CALM.

OpenAI 109

OpenAI LLM Generative AI ML 109

Topbots

JANUARY 30, 2023

In the business context, this can lead to bad surprises when too much power is given to an LLM. On the other hand, the race is on — all major AI labs are planting their seeds to enhance LLMs with additional capabilities, and there is plenty of space for a cheerful glance into the future.

Large Language Models 52

Large Language Models LLM Computational Linguistics Natural Language Processing 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. Yakov Livshits already had about a dozen active startups when AI researcher Eli Braginskiy, a friend with family ties, came to him with the idea for MetaDialog.

Generative AI 131

Generative AI LLM AI AI 131

Topbots

DECEMBER 19, 2023

Presenters from various spheres of AI research shared their latest achievements, offering a window into cutting-edge AI developments. In this article, we delve into these talks, extracting and discussing the key takeaways and learnings, which are essential for understanding the current and future landscapes of AI innovation.

Computer Vision 52

Computer Vision Natural Language Processing AI Researcher AI Research 52

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.

Generative AI 93

Generative AI Large Language Models LLM OpenAI 93

Topbots

SEPTEMBER 11, 2023

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. Opportunity With all the cool stuff you can now do with AI, you might be impatient to get your hands dirty and start building. Sign up for more AI research updates.

AI 59

AI AI UX Design 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. However, LLMs’ complexity and resource requirements often make them inaccessible for individual researchers or small teams.

LLM 103

LLM Large Language Models Data Scientist Artificial Intelligence 103

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.

Conversational AI 88

Conversational AI AI Modeling Large Language Models Auto-classification 88

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. If the LLM is able to provide a value upon slot retry, the user can continue with the conversation as normal.

Generative AI 99

Generative AI Neural Network LLM Conversational AI 99

Topbots

MAY 24, 2023

Stable LM – open source LLM. Developers can get free access to inspect, use, and adapt StableLM base models for commercial or research purposes. Sign up for more AI research updates. Email Address * Name * First Last Company * What areas of AI research are you interested in? Enjoy this article?

Generative AI 119

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. 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.

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

Unite.AI

AUGUST 15, 2023

This fusion is further exemplified by the introduction of Github Copilot , showcasing the profound impact of AI on coding and development. Yet, it's in consumer-centric services where Microsoft’s AI prowess becomes especially tangible.

Generative AI 243

Generative AI AI AI OpenAI 243

Topbots

JUNE 29, 2023

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. Query validation and improvement To constrain the LLM output, we can introduce additional mechanisms for validating and improving the query. Sign up for more AI research updates.

Auto-complete 52

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.

LLM 105

LLM ChatGPT Prompt Engineer Prompt Engineering 105