Marktechpost

NOVEMBER 14, 2023

Medical data extraction, analysis, and interpretation from unstructured clinical literature are included in the emerging discipline of clinical natural language processing (NLP). Even with its importance, particular difficulties arise while developing methodologies for clinical NLP. If you like our work, you will love our newsletter.

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NLP LLM AI Modeling Large Language Models 118

Marktechpost

OCTOBER 3, 2023

Although NLP models have demonstrated extraordinary strengths, they have challenges. Researchers from Microsoft describe the Collaborative Development of NLP Models (CoDev) in this study. The LLM is then directed to provide instances where the local and global models conflict.

Artificial Intelligence 114

Artificial Intelligence Artificial Intelligence NLP AI Researcher 114

Marktechpost

NOVEMBER 28, 2023

Researchers from FAIR Meta, HuggingFace, AutoGPT, and GenAI Meta address the problem of testing the capabilities of general AI assistants in handling real-world questions that require fundamental skills such as reasoning and multi-modality handling, which proves to be challenging for advanced AIs with human-like responses.

AI Researcher 115

AI Researcher AI Research NLP AI 115

Marktechpost

JULY 20, 2023

Natural language processing (NLP) has seen a paradigm shift in recent years, with the advent of Large Language Models (LLMs) that outperform formerly relatively tiny Language Models (LMs) like GPT-2 and T5 Raffel et al. on a variety of NLP tasks. Figure 1 depicts a sample of the summarising job.

LLM 95

LLM AI Researcher AI Research Prompt Engineer 95

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

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.

Robotics 207

Robotics Large Language Models Artificial Intelligence Artificial Intelligence 207

Allen AI

FEBRUARY 1, 2024

As the world races to deploy AI models that are effective and safe, the demand for Open Large Language Models (LLMs) has exploded. The massive adoption of both open and closed AI models means that AI capabilities have leapfrogged our ability to understand how they are created.

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LLM Large Language Models AI Researcher AI Research 76

Marktechpost

DECEMBER 30, 2023

Language models, particularly large ones, have become ubiquitous in AI applications, raising the need for models that align with human values and intentions. link] A team of researchers from Tencent AI Lab and The Chinese University of Hong Kong introduced Contrastive Unlikelihood Training (CUT) to address this challenge.

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LLM AI AI NLP 115

Marktechpost

SEPTEMBER 13, 2023

Lately, Large language models (LLMs) are excelling in NLP and multimodal tasks but are facing two significant challenges: high computational costs and difficulties in conducting fair evaluations. These costs limit LLM development to a few major players, restricting research and applications.

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LLM Large Language Models NLP AI Researcher 119

Unite.AI

DECEMBER 6, 2023

Reflecting on ChatGPT's first year, it's clear that this tool has significantly changed the AI scene. Launched at the end of 2022, ChatGPT stood out because of its user-friendly, conversational style that made interacting with AI feel more like chatting with a person than a machine. Stronger LLMs like GPT-4 are used as evaluators.

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LLM OpenAI ChatGPT AI 276

Unite.AI

FEBRUARY 7, 2024

This is why Machine Learning Operations (MLOps) has emerged as a paradigm to offer scalable and measurable values to Artificial Intelligence (AI) driven businesses. LLMs are deep neural networks that can generate natural language texts for various purposes, such as answering questions, summarizing documents, or writing code.

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Machine Learning Large Language Models LLM BERT 294

Marktechpost

MARCH 2, 2024

Instruction tuning comes as a solution, which includes fine-tuning LLMs on instructions matched with replies that humans like. The input, a taxonomy, has been created with minimal human effort through LLM prompting and verification. Don’t Forget to join our Telegram Channel You may also like our FREE AI Courses….

Large Language Models 131

Large Language Models Artificial Intelligence Artificial Intelligence AI Researcher 131

Marktechpost

DECEMBER 23, 2023

Generative Large Language Models (LLMs) are well known for their remarkable performance in a variety of tasks, including complex Natural Language Processing (NLP), creative writing, question answering, and code generation. Two current strategies to deal with these memory problems are offloading and model compression.

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Large Language Models LLM Machine Learning Inference Engine 139

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

Marktechpost

DECEMBER 31, 2023

Large Language Models (LLMs), the latest innovation of Artificial Intelligence (AI), use deep learning techniques to produce human-like text and perform various Natural Language Processing (NLP) and Natural Language Generation (NLG) tasks. If you like our work, you will love our newsletter.

AI Researcher 133

AI Researcher AI Research Large Language Models Natural Language Processing 133

Marktechpost

NOVEMBER 9, 2023

These Natural Language Processing (NLP) based models handle large and complicated datasets, which causes them to face a unique challenge in the finance industry. They are drawn from both self-constructed and available NLP datasets. The researchers have conducted multiple assessment benchmarks for evaluating DISC-FinLLM’s.

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Large Language Models LLM NLP Natural Language Processing 110

Marktechpost

MAY 22, 2024

In natural language processing (NLP), researchers constantly strive to enhance language models’ capabilities, which play a crucial role in text generation, translation, and sentiment analysis. Researchers can now assess their models more confidently, knowing they have a comprehensive and accessible tool.

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LLM Natural Language Processing NLP Python 83

ODSC - Open Data Science

FEBRUARY 29, 2024

There are a lot of amazing research labs that are pushing the envelope of research when it comes to AI. If you’re curious, here are eight AI research labs that are leading the way in AI research that you’d want to keep an eye on. Recently, they unveiled new mind-body neural control prostheses.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence AI Researcher AI Research 52

Topbots

APRIL 29, 2024

But before diving into these specific approaches, we suggest reviewing a few survey papers on the topic to gain a broader perspective and foundational understanding of the current research landscape. If this in-depth educational content is useful for you, subscribe to our AI mailing list to be alerted when we release new material.

LLM 59

LLM Large Language Models Natural Language Processing AI Researcher 59

NYU Center for Data Science

DECEMBER 1, 2023

The quest to refine AI’s understanding of extensive textual data has recently been advanced due to two recent papers by CDS PhD student Jason Phang , who is the first author of two recent NLP papers that secured “best paper” accolades at ICML 2023 and EMNLP 2023.

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NLP Large Language Models Natural Language Processing AI 79

Flipboard

JUNE 10, 2023

When it comes to natural language processing (NLP) tasks, large language models (LLM) trained on massive online datasets perform exceptionally well. …

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Natural Language Processing Large Language Models AI Researcher AI Research 112

Marktechpost

SEPTEMBER 26, 2023

Large language models (LLMs) have made tremendous strides in the last several months, crushing state-of-the-art benchmarks in many different areas. There has been a meteoric rise in people using and researching Large Language Models (LLMs), particularly in Natural Language Processing (NLP). Check out the Paper.

AI Researcher 102

AI Researcher AI Research Large Language Models LLM 102

Unite.AI

FEBRUARY 29, 2024

The field of artificial intelligence (AI) has seen immense progress in recent years, largely driven by advances in deep learning and natural language processing (NLP). Getting Started with Gemma Gemma's open release makes its advanced AI capabilities accessible to developers, researchers, and enthusiasts.

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NLP AI AI Natural Language Processing 147

John Snow Labs

JULY 19, 2023

Exploring the Innovators and Challengers in the Commercial LLM Landscape beyond OpenAI: Anthropic, Cohere, Mosaic ML, Cerebras, Aleph Alpha, AI21 Labs and John Snow Labs. While OpenAI is well-known, these companies bring fresh ideas and tools to the LLM world. billion in funding by June 2023. billion in funding by June 2023.

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LLM OpenAI Large Language Models NLP 98

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. Code implementation of the PaLM-E model is not available.

AI Researcher 111

AI Researcher AI Research Natural Language Processing Neural Network 111

Flipboard

MAY 13, 2023

0 Shares The recent development of potent large language models (LLMs) has changed NLP. These LLMs have proven extraordinary ability to produce text …

Large Language Models 120

Large Language Models AI Researcher AI Research NLP 120

Flipboard

JULY 3, 2023

Particularly after using reinforcement learning with human input, the intrinsic confidence score from the generative LLMs is sometimes unavailable or not effectively calibrated with regard to the intended aim. Heuristic techniques are costly to compute and are subject to bias from the LLM itself, such as sampling an ensemble of LLM answers.

LLM 104

LLM Large Language Models AI Tools NLP 104

ODSC - Open Data Science

FEBRUARY 22, 2024

The Limits of Retrieval Augmentation, 8 AI Research Labs Worth Exploring, and Supercharging LLMs with LangChain Is RAG All You Need? Take a deep dive into Machine Learning, NLP, Large Language Models, Generative AI, MLOps, and more with 250+ experts, core contributors, and practitioners shaping the future of AI.

AI Researcher 52

AI Researcher AI Research Large Language Models Machine Learning 52

Marktechpost

JANUARY 30, 2024

Because of this, analyzing textual data for LLMs is becoming more complicated. It contains several non-trivial design decisions and characteristics, which make it more difficult to keep LLM research flexible and reproducible. Modern LLM training frameworks demand a large amount of data to achieve state-of-the-art performance.

AI Researcher 87

AI Researcher AI Research Natural Language Processing LLM 87

Marktechpost

APRIL 8, 2024

Large Language Models (LLMs) like GPT-4 have become indispensable tools for developers and data scientists looking to leverage cutting-edge AI capabilities. However, navigating the complexities of developing, deploying, and managing LLM-powered applications can be daunting without the right tools.

Large Language Models 101

Large Language Models AI Tools LLM Prompt Engineer 101

Topbots

DECEMBER 5, 2023

These LLMs, characterized by their vast parameter sizes and impressive capabilities, played a central role in shaping the future of AI applications. Top LLM Research Papers 2023 1. Top LLM Research Papers 2023 1. LLaMA 33B and 65B were trained on 1.4

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LLM Large Language Models Natural Language Processing Conversational AI 110

Marktechpost

JULY 15, 2023

This year, a paper presented at the Association for Computational Linguistics (ACL) meeting delves into the importance of model scale for in-context learning and examines the interpretability of LLM architectures. The study focuses on the OPT-66B model, a 66-billion-parameter LLM developed by Meta as an open replica of GPT-3.

Large Language Models 83

Large Language Models AI Researcher AI Research Computational Linguistics 83

IBM Journey to AI blog

FEBRUARY 26, 2024

In January of 2024, Meta CEO Mark Zuckerberg announced in an Instagram video that Meta AI had recently begun training Llama 3. This latest generation of the LLaMa family of large language models (LLMs) follows the Llama 1 models (originally stylized as “LLaMA”) released in February 2023 and Llama 2 models released in July.

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AI AI Artificial Intelligence Artificial Intelligence 297

ODSC - Open Data Science

OCTOBER 13, 2023

In a new paper , researchers at Meta AI are proposing advanced long-context LLMs to address the lack of access to LLMs with robust long-context capabilities. The problem though, is that this approach left a void for researchers and developers seeking open-source solutions. Interested in attending an ODSC event?

AI Researcher 97

AI Researcher AI Research Data Science AI 97

Marktechpost

JULY 23, 2023

Incredibly, LLMs have proven to match with human values, providing helpful, honest, and harmless responses. In particular, this capability has been greatly enhanced by methods that fine-tune a pretrained LLM on various tasks or user preferences, such as instruction tuning and reinforcement learning from human feedback (RLHF).

AI Researcher 96

AI Researcher AI Research LLM Natural Language Processing 96

Unite.AI

MARCH 13, 2024

Introduction The field of natural language processing (NLP) and language models has experienced a remarkable transformation in recent years, propelled by the advent of powerful large language models (LLMs) like GPT-4, PaLM, and Llama. What are Domain-Specific Language Models?

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Large Language Models Natural Language Processing LLM Data Scarcity 204

Marktechpost

JULY 7, 2023

Large Language Models (LLMs) and Generative AI, such as GPT engines, have been creating big waves in the AI domain recently, and there is a big hype in the market, both among retail individuals and corporates, to ride this new tech wave. These criteria have ensured that all the major projects come under the research.

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LLM Explainability Large Language Models Machine Learning 97