John Snow Labs

SEPTEMBER 5, 2023

Topics Covered Include Large Language Models, Semantic Search, ChatBots, Responsible AI, and the Real-World Projects that Put Them to Work John Snow Labs , the healthcare AI and NLP company and developer of the Spark NLP library, today announced the agenda for its annual NLP Summit, taking place virtually October 3-5.

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Natural Language Processing NLP Large Language Models Responsible AI 98

Mlearning.ai

JUNE 7, 2023

I worked on an early conversational AI called Marcel in 2018 when I was at Microsoft. This ability to understand long-range dependencies helps transformers better understand the context of words and achieve superior performance in natural language processing tasks.

Natural Language Processing 52

Natural Language Processing BERT NLP ChatGPT 52

Unite.AI

SEPTEMBER 7, 2023

In artificial intelligence (AI), the power and potential of Large Language Models (LLMs) are undeniable, especially after OpenAI’s groundbreaking releases such as ChatGPT and GPT-4. Despite rapid transformation, there are numerous LLM vulnerabilities and shortcomings that must be addressed.

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LLM Large Language Models Prompt Engineer Prompt Engineering 173

AI Weekly

MAY 2, 2024

In the News Coalition of news publishers sue Microsoft and OpenAI A coalition of major news publishers has filed a lawsuit against Microsoft and OpenAI, accusing the tech giants of unlawfully using copyrighted articles to train their generative AI models without permission or payment. Planning a GenAI or LLM project? techmonitor.ai

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OpenAI Natural Language Processing Robotics LLM 147

Marktechpost

FEBRUARY 14, 2024

Traditionally, LLMs excel in broad natural language processing tasks but falter when navigating the complex terrains of domains rich in specialized terminologies and structured data formats, such as protein sequences and chemical compounds.

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LLM Natural Language Processing Large Language Models AI 127

Marktechpost

JANUARY 14, 2024

Language Model evaluation is crucial for developers striving to push the boundaries of language understanding and generation in natural language processing. Meet LLM AutoEval : a promising tool designed to simplify and expedite the process of evaluating Language Models (LLMs).

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LLM Natural Language Processing Automation AI 110

Marktechpost

DECEMBER 4, 2023

Large Language Models (LLMs) are artificial intelligence models for natural language processing tasks. They have transformed natural language processing with their ability to understand and develop human-like text. The utility is in every field of life.

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Large Language Models LLM Natural Language Processing Chatbots 139

Marktechpost

FEBRUARY 29, 2024

Large Language Models (LLMs) have transformed natural language processing, offering user modeling and personalization opportunities. Directly fine-tuning LLMs with interaction histories faces hurdles like sparse data, multimodal interactions, and lengthy sequences.

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Artificial Intelligence Artificial Intelligence LLM Large Language Models 128

Flipboard

JUNE 20, 2023

Galileo, a San Francisco-based artificial intelligence startup, announced today the launch of Galileo LLM Studio, a platform to diagnose and fix issues with large language models. The platform aims to help companies deploy natural language processing models into production faster by detecting …

LLM 126

LLM Natural Language Processing Large Language Models Artificial Intelligence 126

Analytics Vidhya

DECEMBER 12, 2023

Introduction Hugging Face has become a treasure trove for natural language processing enthusiasts and developers, offering a diverse collection of pre-trained language models that can be easily integrated into various applications. In the world of Large Language Models (LLMs), Hugging Face stands out as a go-to platform.

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Large Language Models Natural Language Processing LLM Conversational AI 258

Marktechpost

APRIL 25, 2024

Understanding the terminology, from the foundational aspects of training and fine-tuning to the cutting-edge concepts of transformers and reinforcement learning, is the first step towards demystifying the powerful algorithms that drive modern AI language systems. These models typically involve an encoder and a decoder.

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Large Language Models LLM Neural Network Natural Language Processing 130

Marktechpost

MAY 13, 2024

Large language models (LLMs) such as GPT-4 and Llama are at the forefront of natural language processing, enabling various applications from automated chatbots to advanced text analysis. In practice, Vidur has demonstrated substantial cost reductions in LLM deployment. Check out the Paper and GitHub.

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LLM Large Language Models Natural Language Processing Automation 96

Marktechpost

MAY 10, 2024

Large language models (LLMs) have revolutionized natural language processing, enabling groundbreaking advancements in various applications such as machine translation, question-answering, and text generation. Performance-wise, COLLAGE exhibits significant speed-ups in training throughput, achieving up to 3.7x

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LLM Machine Learning Large Language Models Natural Language Processing 113

Marktechpost

MARCH 19, 2024

IBM researchers have introduced LAB (Large-scale Alignment for chatbots) to address the scalability challenges encountered during the instruction-tuning phase of training large language models (LLMs). In conclusion, the paper introduces LAB as a novel methodology to address the scalability challenges in instruction tuning for LLMs.

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Large Language Models LLM Natural Language Processing Chatbots 124

Marktechpost

MARCH 6, 2024

The natural language processing (NLP) field has witnessed significant advancements with the emergence of Large Language Models (LLMs) like GPT and LLaMA. These models have become essential tools for various tasks, prompting a growing need for proprietary LLMs among individuals and organizations.

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LLM Large Language Models Neural Network Natural Language Processing 102

Becoming Human

APRIL 19, 2024

Towards Improving the Safety of LLMs The field of Natural Language Processing has undergone a revolutionary transformation with the advent of Large Language Models (LLMs). An ideal defense strategy should make the LLM safe against the unsafe inputs without making it over-defensive on the safe inputs.

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LLM Large Language Models Algorithm Natural Language Processing 111

Unite.AI

JANUARY 10, 2024

By integrating the sophisticated language processing capabilities of models like ChatGPT with the versatile and widely-used Scikit-learn framework, Scikit-LLM offers an unmatched arsenal for delving into the complexities of textual data. Why Scikit-LLM? and the user-friendly environment of Scikit-learn.

Large Language Models 147

Large Language Models LLM Machine Learning Natural Language Processing 147

Marktechpost

DECEMBER 12, 2023

Large Language Models (LLMs) like ChatGPT have revolutionized natural language processing, showcasing their prowess in various language-related tasks. However, these models grapple with a critical issue – the auto-regressive decoding process, wherein each token requires a full forward pass.

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LLM Machine Learning Natural Language Processing Large Language Models 119

Marktechpost

JANUARY 5, 2024

Large Language Models (LLMs) have ushered a new era in the field of Artificial Intelligence (AI) through their exceptional natural language processing capabilities. From mathematical reasoning to code generation and even drafting legal opinions, LLMs find their applications in almost every field.

LLM 110

LLM Machine Learning Natural Language Processing Large Language Models 110

Marktechpost

MAY 17, 2024

Natural Language Processing (NLP) is a cutting-edge field that enables machines to understand, interpret, & generate human language. It has applications in various domains, such as language translation, text summarization, sentiment analysis, and the development of conversational agents.

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LLM Large Language Models Natural Language Processing NLP 115

Artificial Corner

JULY 30, 2023

So that’s why I tried in this article to explain LLM in simple or to say general language. Photo by Shubham Dhage on Unsplash Introduction Large language Models (LLMs) are a subset of Deep Learning. No training examples are needed in LLM Development but it’s needed in Traditional Development.

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Large Language Models LLM Natural Language Processing Deep Learning 98

AI Weekly

APRIL 11, 2024

We explore how AI can transform roles and boost performance across business functions, customer operations and software development. The Microsoft AI London outpost will focus on advancing state-of-the-art language models, supporting infrastructure, and tooling for foundation models. No legacy process is safe.

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Robotics Large Language Models Artificial Intelligence Artificial Intelligence 207

Marktechpost

JANUARY 20, 2024

Stable AI has recently released a new state-of-the-art model, Stable-Code-3B , designed for code completion in various programming languages with multiple additional capabilities. trillion tokens including both natural language data and code data in 18 programming languages and codes. It is trained on 1.3

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Large Language Models Auto-complete LLM Natural Language Processing 128

Marktechpost

MARCH 22, 2024

Despite the remarkable progress of LLMs in natural language processing, they remain susceptible to jailbreak attempts. Yet, comparing these attacks proves challenging due to variations in evaluation criteria and the absence of readily available source code, exacerbating efforts to identify and counter LLM vulnerabilities.

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LLM Machine Learning Natural Language Processing Categorization 127

Marktechpost

FEBRUARY 3, 2024

In the dynamic field of Artificial Intelligence (AI), the trajectory from one foundational model to another has represented an amazing paradigm shift. However, this strategy has a problem as byte-level processing results in substantially longer sequences than token-level modeling. While requiring 2.2

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Artificial Intelligence Artificial Intelligence LLM Large Language Models 139

Marktechpost

FEBRUARY 5, 2024

In the rapidly evolving data analysis landscape, the quest for robust time series forecasting models has taken a novel turn with the introduction of TIME-LLM, a pioneering framework developed by a collaboration between esteemed institutions, including Monash University and Ant Group.

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LLM Machine Learning Data Analysis Natural Language Processing 136

Marktechpost

FEBRUARY 29, 2024

Large Language Models (LLMs) have extended their capabilities to different areas, including healthcare, finance, education, entertainment, etc. These models have utilized the power of Natural Language Processing (NLP), Natural Language Generation (NLG), and Computer Vision to dive into almost every industry.

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Large Language Models LLM Machine Learning Natural Language Processing 130

Analytics Vidhya

MAY 8, 2023

Large language models (LLM) such as GPT-4 have significantly progressed in natural language processing and generation. These models are capable of generating high-quality text with remarkable fluency and coherence. However, they often fail when tasked with complex operations or logical reasoning.

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ChatGPT Natural Language Processing Large Language Models LLM 240

Marktechpost

MAY 2, 2024

The development of natural language processing has been significantly propelled by the advancements in large language models (LLMs). Unlike traditional methods that rely on external drafter models, Kangaroo uses a fixed shallow LLM sub-network as the draft model. With up to a 1.7×

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Large Language Models Natural Language Processing LLM AI 113

Topbots

APRIL 29, 2024

If this in-depth educational content is useful for you, subscribe to our AI mailing list to be alerted when we release new material. Overview Papers on Reasoning in LLMs Several research papers provide a comprehensive survey of cutting-edge research on reasoning with large language models. Reasoning process.

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LLM Large Language Models Natural Language Processing AI Researcher 59

Marktechpost

APRIL 12, 2024

Natural Language Processing (NLP) tasks heavily rely on text embedding models as they translate the semantic meaning of text into vector representations. Million AI Audience? Pre-trained bidirectional encoders or encoder-decoders, such as BERT and T5, have historically been the preferred models for this use.

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LLM Large Language Models NLP Natural Language Processing 104

Marktechpost

DECEMBER 7, 2023

Covering scaling laws, data utilization, architectural innovations, training strategies, and inference techniques, it outlines core LLM concepts and efficiency metrics. The review provides a thorough, up-to-date overview of methodologies contributing to efficient LLM development. Check out the Paper.

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Large Language Models LLM Algorithm Natural Language Processing 107

Analytics Vidhya

APRIL 19, 2023

OpenAI, the tech startup known for developing the cutting-edge natural language processing algorithm ChatGPT, has warned that the research strategy that led to the development of the AI model has reached its limits.

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OpenAI AI Modeling Natural Language Processing ChatGPT 285

Marktechpost

DECEMBER 29, 2023

The exploration of natural language processing has been revolutionized with the advent of LLMs like GPT. These models showcase exceptional language comprehension and generation abilities but encounter significant hurdles. The retrieved data forms the foundation upon which the LLM generates its responses.

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Natural Language Processing LLM AI AI 141

Marktechpost

JANUARY 21, 2024

Machine translation, a crucial aspect of Natural Language Processing, has significantly increased. Don’t Forget to join our Telegram Channel The post This AI Paper from Johns Hopkins and Microsoft Revolutionizes Machine Translation with ALMA-R: A Smaller Sized LLM Model Outperforming GPT-4 appeared first on MarkTechPost.

LLM 137

LLM Large Language Models Natural Language Processing AI 137

Marktechpost

JANUARY 16, 2024

Large Language Models (LLMs) signify a remarkable advance in natural language processing and artificial intelligence. These models, exemplified by their ability to understand and generate human language, have revolutionized numerous applications, from automated writing to translation.

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LLM Large Language Models Natural Language Processing Artificial Intelligence 100

Analytics Vidhya

NOVEMBER 1, 2023

Introduction Large Language Models (LLMs) and Generative AI represent a transformative breakthrough in Artificial Intelligence and Natural Language Processing.

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Natural Language Processing Large Language Models Artificial Intelligence Artificial Intelligence 269