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.

Large Language Models 103

Large Language Models LLM Algorithm Natural Language Processing 103

Topbots

APRIL 29, 2024

Here are a few that might worth your attention: Reasoning with Language Model Prompting: A Survey. This paper, first published in December 2022, may not cover the most recent developments in LLM reasoning but still offers a comprehensive survey of available approaches. Large Language Models Cannot Self-Correct Reasoning Yet.

LLM 59

LLM Large Language Models Natural Language Processing AI Researcher 59

Marktechpost

JANUARY 30, 2024

Though it has always played an essential part in natural language processing, textual data processing now sees new uses in the field. Because of this, analyzing textual data for LLMs is becoming more complicated. Modern LLM training frameworks demand a large amount of data to achieve state-of-the-art performance.

AI Researcher 95

AI Researcher AI Research Natural Language Processing LLM 95

Marktechpost

JANUARY 19, 2024

Task-agnostic model pre-training is now the norm in Natural Language Processing, driven by the recent revolution in large language models (LLMs) like ChatGPT. These models showcase proficiency in tackling intricate reasoning tasks, adhering to instructions, and serving as the backbone for widely used AI assistants.

AI Researcher 122

AI Researcher AI Research Natural Language Processing Large Language Models 122

Marktechpost

OCTOBER 7, 2023

The emergence of Large Language Models (LLMs) in natural language processing represents a groundbreaking development. However, until now, LLMs with robust long-context capabilities have primarily been available through proprietary LLM APIs, leaving a gap in accessible solutions for researchers and developers.

AI Researcher 133

AI Researcher AI Research Natural Language Processing Large Language Models 133

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 135

Large Language Models Artificial Intelligence Artificial Intelligence AI Researcher 135

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 135

AI Researcher AI Research Large Language Models Natural Language Processing 135

Allen AI

FEBRUARY 1, 2024

Evaluation: We’ve released the evaluation suite used in development, complete with 500+ checkpoints per model, from every 1000 steps during the training process and evaluation code under the umbrella of the Catwalk project.

LLM 76

LLM Large Language Models AI Researcher AI Research 76

Marktechpost

NOVEMBER 9, 2023

The biggest advancement in the field of Artificial Intelligence is the introduction of Large Language Models (LLMs). These Natural Language Processing (NLP) based models handle large and complicated datasets, which causes them to face a unique challenge in the finance industry. We are also on Telegram and WhatsApp.

Large Language Models 117

Large Language Models LLM NLP Natural Language Processing 117

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.

Natural Language Processing 141

Natural Language Processing LLM AI AI 141

Unite.AI

FEBRUARY 7, 2024

LLMs are deep neural networks that can generate natural language texts for various purposes, such as answering questions, summarizing documents, or writing code. LLMs, such as GPT-4 , BERT , and T5 , are very powerful and versatile in Natural Language Processing (NLP).

Machine Learning 294

Machine Learning Large Language Models LLM BERT 294

Marktechpost

MARCH 18, 2024

In a new AI research paper , Google researchers introduced a pre-trained scorer model, Cappy , to enhance and surpass the performance of large multi-task language models. The paper aims to resolve challenges faced in the large language models (LLMs).

Machine Learning 119

Machine Learning Natural Language Processing Large Language Models LLM 119

Marktechpost

DECEMBER 29, 2023

In conclusion, the SuperContext method marks a significant stride in natural language processing. By effectively amalgamating the capabilities of LLMs with the specific expertise of SLMs, it addresses the longstanding issues of generalizability and factual accuracy. If you like our work, you will love our newsletter.

LLM 117

LLM Large Language Models Natural Language Processing Prompt Engineer 117

Marktechpost

SEPTEMBER 25, 2023

Large Language Models (LLMs) have made significant progress in text creation tasks, among other natural language processing tasks. One of the fundamental components of generative capability, the capacity to generate structured data, has drawn much attention in earlier research.

Large Language Models 128

Large Language Models LLM Natural Language Processing Categorization 128

AI Weekly

APRIL 11, 2024

The Microsoft AI London outpost will focus on advancing state-of-the-art language models, supporting infrastructure, and tooling for foundation models. techcrunch.com Applied use cases Can AI Find Its Way Into Accounts Payable? No legacy process is safe.

Robotics 207

Robotics Large Language Models Artificial Intelligence Artificial Intelligence 207

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).

AI Researcher 110

AI Researcher AI Research Large Language Models LLM 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 88

Large Language Models AI Researcher AI Research Computational Linguistics 88

Marktechpost

JULY 17, 2023

Most of the existing LLMs have been specifically designed and trained for the English language, resulting in a predominant bias towards English in the research and development of these models. Unlike existing multilingual LLMs that lack a 13B model, the team has released POLYLM-13B and POLYLM-1.7B to facilitate usage.

Large Language Models 98

Large Language Models LLM Natural Language Processing Artificial Intelligence 98

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). Meet ClinGen: An AI Model that Involves Clinical Knowledge Extraction and Context-Informed LLM Prompting appeared first on MarkTechPost.

NLP 122

NLP LLM AI Modeling Large Language Models 122

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 97

AI Researcher AI Research LLM Natural Language Processing 97

Marktechpost

SEPTEMBER 1, 2023

LLMs have become increasingly popular in the NLP (natural language processing) community in recent years. Scaling neural network-based machine learning models has led to recent advances, resulting in models that can generate natural language nearly indistinguishable from that produced by humans.

Large Language Models 138

Large Language Models Neural Network Natural Language Processing LLM 138

AI Weekly

FEBRUARY 22, 2024

artificialintelligence-news.com Google’s new AI hub in Paris proves that Google feels insecure about AI This morning, Google’s CEO Sundar Pichai inaugurated a new hub in Paris dedicated to AI. Join the AI conversation and transform your advertising strategy with AI weekly sponsorship This RSS feed is published on [link].

Natural Language Processing 199

Natural Language Processing AI AI Artificial Intelligence 199

Marktechpost

DECEMBER 13, 2023

Large Language Models (LLMs), due to their strong generalization and reasoning powers, have significantly uplifted the Artificial Intelligence (AI) community. Aligning the language model distribution improves compatibility between the small language model utilized for rapid compression and the intended LLM.

Large Language Models 127

Large Language Models LLM Natural Language Processing Computer Vision 127

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. This requires building a custom evaluation set.

LLM 52

LLM Auto-complete Large Language Models Machine Learning 52

Marktechpost

JUNE 29, 2023

One of the best examples of the trending LLMs is the chatbot developed by OpenAI, called ChatGPT, which imitates humans and has had millions of users since its release. LLMs with a huge number of parameters demand a lot of computational power, to reduce which efforts have been made by using methods like model quantization and network pruning.

Large Language Models 100

Large Language Models Natural Language Processing Neural Network LLM 100

Marktechpost

AUGUST 12, 2023

Human evaluation has been used to evaluate the performance of natural language processing models and algorithms for denoting text quality. They used human and LLM evaluation to evaluate the texts in two NLP tasks: open-ended story generation and adversarial attacks.

LLM 90

LLM Large Language Models Natural Language Processing ChatGPT 90

Marktechpost

JANUARY 2, 2024

Transformer-based LLMs have significantly advanced machine learning capabilities, showcasing remarkable proficiency in domains like natural language processing, computer vision, and reinforcement learning. If you like our work, you will love our newsletter.

Machine Learning 136

Machine Learning Natural Language Processing Computer Vision LLM 136

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 98

Large Language Models Natural Language Processing LLM BERT 98

Marktechpost

JULY 22, 2023

To make these models super effective and efficient, they should be able to run independently on consumer devices, which would increase their accessibility and availability and enable users to access powerful AI tools on their personal devices without needing an internet connection or relying on cloud servers.

LLM 52

LLM Large Language Models Natural Language Processing Artificial Intelligence 52

Marktechpost

SEPTEMBER 12, 2023

With the constant advancements in the field of Artificial Intelligence, its subfields, including Natural Language Processing, Natural Language Generation, Natural Language Understanding, and Computer Vision, are getting significantly popular. Secondly, it provides an Iterative Solution Generation.

Large Language Models 121

Large Language Models Natural Language Processing Computer Vision Artificial Intelligence 121

Marktechpost

SEPTEMBER 14, 2023

In recent research, an innovative embodied conversational agent known as FurChat has been unveiled. LLMs like GPT-3.5 have pushed the boundaries of what’s possible in natural language processing. DM maintains conversational flow, sends prompts to LLM, and processes responses.

Large Language Models 122

Large Language Models Robotics Natural Language Processing Prompt Engineer 122

Marktechpost

SEPTEMBER 26, 2023

In the third, recovered domain information is used to motivate the general language model, which may be seen as an application of LLM rather than a direct improvement to the LLM itself. All Credit For This Research Goes To the Researchers on This Project. If you like our work, you will love our newsletter.

Large Language Models 124

Large Language Models Natural Language Processing LLM AI 124

Marktechpost

DECEMBER 6, 2023

A growing interest has been in enabling multimodal language models to follow instructions, and MultiInstruct, the first multimodal instruction tuning benchmark dataset, was introduced.LLMs have revolutionized natural language processing. Safety concerns of LLMs also have been addressed in recent works.

Large Language Models 93

Large Language Models Natural Language Processing LLM AI 93

Marktechpost

FEBRUARY 7, 2024

Large language models (LLMs) have profoundly transformed the landscape of artificial intelligence (AI) in natural language processing (NLP). These models can understand and generate human-like text, representing a pinnacle of current AI research.

Large Language Models 104

Large Language Models Machine Learning Natural Language Processing Artificial Intelligence 104

Marktechpost

JANUARY 2, 2024

Recent advances in the field of Artificial Intelligence (AI) and Natural Language Processing (NLP) have led to the introduction of Large Language Models (LLMs). The significantly growing popularity of LLMs indicates that human-like talents can eventually be mirrored by robots.

Large Language Models 93

Large Language Models Natural Language Processing LLM Robotics 93

Marktechpost

NOVEMBER 3, 2023

Natural language Processing, understanding and generation have entered a new phase with the introduction of Large Language Models (LLMs). Models like GPT-3 have unparalleled language recognition abilities because they have been trained on enormous volumes of textual material. times greater.

Large Language Models 122

Large Language Models Natural Language Processing Robotics LLM 122

Marktechpost

JULY 27, 2023

Developed by OpenAI, this chatbot does everything from answering questions precisely, summarizing long paragraphs of textual data, completing code snippets, translating the text into different languages, and so on. All Credit For This Research Goes To the Researchers on This Project.

Large Language Models 98

Large Language Models Neural Network LLM Natural Language Processing 98