Topbots

APRIL 29, 2024

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. They also explore the potential future directions in the field, aiming to bridge the gap between LLM capabilities and human-like reasoning. Reasoning process.

LLM 59

LLM Large Language Models Natural Language Processing AI Researcher 59

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). However, LLMs are also very different from other models.

Machine Learning 294

Machine Learning Large Language Models LLM BERT 294

Marktechpost

DECEMBER 30, 2023

In implementing CUT, researchers conducted experiments in two settings: offline alignment using pre-existing model-agnostic judgment data and online alignment, where the model learns from judgments on its own generated responses. The post Can Language Feedback Revolutionize AI Training? The results of implementing CUT were remarkable.

LLM 117

LLM AI AI NLP 117

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. …

Natural Language Processing 112

Natural Language Processing Large Language Models AI Researcher AI Research 112

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 132

Large Language Models Artificial Intelligence Artificial Intelligence AI Researcher 132

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

OpenAI 147

OpenAI Natural Language Processing Robotics LLM 147

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

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 134

AI Researcher AI Research Large Language Models Natural Language Processing 134

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

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 105

AI Researcher AI Research Large Language Models LLM 105

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.

NLP 79

NLP Large Language Models Natural Language Processing AI 79

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 90

AI Researcher AI Research Natural Language Processing LLM 90

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

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

JULY 7, 2023

They considered all the projects that fit these criteria: Projects must have been created eight months ago or less (approx November 2022, to June 2023, at the time of this paper’s publication) Projects are related to the topics: LLM, ChatGPT, Open-AI, GPT-3.5, or GPT-4 Projects must have at least 3,000 stars on GitHub.

LLM 99

LLM Explainability Large Language Models Machine Learning 99

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

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

Marktechpost

JULY 2, 2023

Thus, exposure to a broader range of knowledge allows LLMs to provide more accurate and contextually relevant answers to user queries. Yet, despite the numerous potential use cases, most available open-source LLMs, ranging from Meta’s LLaMA to MosaicML’s MPT LLM models, have been trained on sequences with a maximum of 2K tokens.

LLM 104

LLM Large Language Models AI Tools Artificial Intelligence 104

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. Consider harnessing LLMs for building an evaluation set.

LLM 52

LLM Auto-complete Large Language Models Machine Learning 52

Marktechpost

SEPTEMBER 1, 2023

LLMs have become increasingly popular in the NLP (natural language processing) community in recent years. The researchers clarify key terms and present a comprehensive bibliography of academic and real-world examples for each broad area. Such arguments further question the level of safety and security possible for LLMs.

Large Language Models 137

Large Language Models Neural Network Natural Language Processing LLM 137

Marktechpost

AUGUST 19, 2023

It allows for very fast similarity search, essential for many AI uses such as recommendation systems, picture recognition, and NLP. Also, don’t forget to join our 28k+ ML SubReddit , 40k+ Facebook Community, Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

Metadata 78

Metadata LLM Python Big Data 78

Marktechpost

AUGUST 26, 2023

LLMs have changed the way language processing (NLP) is thought of, but the issue of their evaluation persists. Old standards eventually become irrelevant, given that LLMs can perform NLU and NLG at human levels (OpenAI, 2023) using linguistic data. The currently available metrics for open-ended QA are subjective.

Large Language Models 94

Large Language Models LLM NLP AI 94

TheSequence

JUNE 7, 2023

Later, during my PhD, the rate of progress in AI and NLP totally staggered me. Today, it seems to me, that the most exciting and challenging problems are in AI. 🛠 ML Work Humanloop is one of the emerging platforms in the LLM application development space. TheSequence is a reader-supported publication.

LLM 72

LLM Machine Learning Generative AI Prompt Engineer 72

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

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. Turbo-0301.

Large Language Models 124

Large Language Models LLM Natural Language Processing Computer Vision 124

Marktechpost

JANUARY 4, 2024

Techniques like checkpointing, designed to save the training state periodically, and strategies including elastic training and redundant computation, mainly address individual aspects of LLM training failures. Unicron’s methodology is an embodiment of innovation in LLM training resilience. Check out the Paper.

Computational Linguistics 117

Computational Linguistics Large Language Models LLM BERT 117

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 99

Large Language Models Machine Learning Natural Language Processing Artificial Intelligence 99

Marktechpost

AUGUST 12, 2023

The researchers presented the LLMs with the same instructions, samples to be evaluated, and questions used to conduct human evaluation and then asked the LLMs to generate responses to those questions. They used human and LLM evaluation to evaluate the texts in two NLP tasks: open-ended story generation and adversarial attacks.

LLM 85

LLM Large Language Models Natural Language Processing ChatGPT 85

Marktechpost

JANUARY 2, 2024

The method has shown significant gains in accuracy across various reasoning benchmarks in NLP. Also, don’t forget to join our 35k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , LinkedIn Gr oup , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

Machine Learning 136

Machine Learning Natural Language Processing Computer Vision LLM 136

NVIDIA

NOVEMBER 15, 2023

Combining Internal, External Resources Lewis and colleagues developed retrieval-augmented generation to link generative AI services to external resources, especially ones rich in the latest technical details. A recent blog provides an example of RAG accelerated by TensorRT-LLM for Windows to get better results fast.

LLM 136

LLM Generative AI AI Modeling Neural Network 136

John Snow Labs

JANUARY 29, 2024

Several such case studies were presented by the US Veteran’s Administration , ClosedLoop , and WiseCube at John Snow Labs’ annual Natural Language Processing (NLP) Summit , now the world’s largest gathering of applied NLP and LLM practitioners.

Natural Language Processing 52

Natural Language Processing Chatbots Large Language Models NLP 52

Marktechpost

JULY 26, 2023

Many recent natural language processing (NLP) community efforts have focused on teaching large language models to understand better and follow instructions. Recent research has demonstrated that LLMs may also benefit from teachings. However, manually developing this kind of instructional data takes time and effort.

LLM 52

LLM Large Language Models ChatGPT Natural Language Processing 52

Marktechpost

AUGUST 15, 2023

Large language models (LLMs) have achieved amazing results in a variety of Natural Language Processing (NLP), Natural Language Understanding (NLU) and Natural Language Generation (NLG) tasks in recent years. All Credit For This Research Goes To the Researchers on This Project.

Large Language Models 98

Large Language Models Categorization LLM Natural Language Processing 98

Marktechpost

DECEMBER 3, 2023

The team of researchers from Microsoft tackled the problem of generating high-quality reports for chest X-rays (CXR) by developing a radiology-specific multimodal model called MAIRA-1. The model utilizes a CXR-specific image encoder and a fine-tuned LLM based on Vicuna-7B and text-based data augmentation, focusing on the Findings section.

Machine Learning 83

Machine Learning NLP LLM AI Researcher 83

Marktechpost

OCTOBER 10, 2023

is one of the most recent advancements in artificial intelligence (AI) for large language models (LLMs). Mistral AI’s latest LLM is one of the largest and most potent examples of this model type, boasting 7 billion parameters. is a transformer model, a type of neural network especially useful for NLP applications.

Large Language Models 85

Large Language Models Neural Network Natural Language Processing NLP 85

Marktechpost

SEPTEMBER 2, 2023

On various Natural Language Processing (NLP) tasks, Large Language Models (LLMs) such as GPT-3.5 Researchers from Chinese Academy of Sciences, University of Chinese Academy of Sciences, Objecteye Inc., It alleviates the constraint of LLM’s restricted ability to generate text outputs.

Data Scarcity 120

Data Scarcity Large Language Models Natural Language Processing LLM 120

Marktechpost

AUGUST 11, 2023

They have also accomplished activities that are not commonly associated with NLP, such as grasping human intent and executing instructions. Applications like AutoGPT, BabyAGI, and AgentGPT, which use LLMs to achieve autonomous goals, have been made possible thanks to all NLP advancements.

Large Language Models 91

Large Language Models Natural Language Processing NLP LLM 91