Marktechpost

NOVEMBER 28, 2023

It is a General AI Assistant that focuses on real-world questions, avoiding LLM evaluation pitfalls. With human-crafted questions that reflect AI assistant use cases, GAIA ensures practicality. By targeting open-ended generation in NLP, GAIA aims to redefine evaluation benchmarks and advance the next generation of AI systems.

AI Researcher 115

AI Researcher AI Research NLP AI 115

Marktechpost

MARCH 3, 2024

Central to Natural Language Processing (NLP) advancements are large language models (LLMs), which have set new benchmarks for what machines can achieve in understanding and generating human language. One of the primary challenges in NLP is the computational demand for autoregressive decoding in LLMs.

Machine Learning 118

Machine Learning AI Researcher AI Research Large Language Models 118

Marktechpost

OCTOBER 28, 2023

A model’s capacity to generalize or effectively apply its learned knowledge to new contexts is essential to the ongoing success of Natural Language Processing (NLP). Though it’s generally accepted as an important component, it’s still unclear what exactly qualifies as a good generalization in NLP and how to evaluate it.

Natural Language Processing 82

Natural Language Processing AI Researcher AI Research NLP 82

Marktechpost

DECEMBER 13, 2023

The well-known Large Language Models (LLMs) like GPT, BERT, PaLM, and LLaMA have brought in some great advancements in Natural Language Processing (NLP) and Natural Language Generation (NLG). The post This AI Research Shares a Comprehensive Overview of Large Language Models (LLMs) on Graphs appeared first on MarkTechPost.

Large Language Models 124

Large Language Models AI Researcher AI Research Neural Network 124

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

ODSC - Open Data Science

APRIL 11, 2023

A lot goes into NLP. Going beyond NLP platforms and skills alone, having expertise in novel processes, and staying afoot in the latest research are becoming pivotal for effective NLP implementation. We have seen these techniques advancing multiple fields in AI such as NLP, Computer Vision, and Robotics.

NLP 96

NLP Large Language Models Data Science Big Data 96

Marktechpost

NOVEMBER 21, 2023

Researchers from Stanford University and UNC Chapel Hill address the issue of factually inaccurate claims, known as hallucinations, produced by LLMs. Without human labeling, the researchers fine-tune LLMs to enhance factual accuracy in open-ended generation settings. If you like our work, you will love our newsletter.

Large Language Models 122

Large Language Models NLP Algorithm Automation 122

Marktechpost

SEPTEMBER 12, 2023

When it comes to downstream natural language processing (NLP) tasks, large language models (LLMs) have proven to be exceptionally effective. Their text comprehension and generation abilities make them extremely flexible for use in a wide range of NLP applications. Researchers from Tsinghua University, TAL AI Lab, and Zhipu.AI

Large Language Models 132

Large Language Models Artificial Intelligence Artificial Intelligence AI Researcher 132

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.

NLP 118

NLP LLM AI Modeling Large Language Models 118

Topbots

APRIL 11, 2023

If you’d like to skip around, here are the language models we featured: BERT by Google GPT-3 by OpenAI LaMDA by Google PaLM by Google 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.

NLP 98

NLP Large Language Models BERT Natural Language Processing 98

ODSC - Open Data Science

FEBRUARY 29, 2024

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. From responsible AI to protein discovery and more, The MIT Media Lab aims to drive AI research to create a “transformative future” while working toward the social good.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence AI Researcher AI Research 52

Marktechpost

SEPTEMBER 10, 2023

Transformer design that has recently become popular has taken over as the standard method for Natural Language Processing (NLP) activities, particularly Machine Translation (MT). This architecture has displayed impressive scaling qualities, which means that adding more model parameters results in better performance on a variety of NLP tasks.

AI Researcher 120

AI Researcher AI Research Natural Language Processing NLP 120

Marktechpost

MAY 27, 2024

Knowledge-intensive Natural Language Processing (NLP) involves tasks requiring deep understanding and manipulation of extensive factual information. The primary challenge in knowledge-intensive NLP tasks is that large pre-trained language models need help accessing and manipulating knowledge precisely. Check out the Paper.

Natural Language Processing 121

Natural Language Processing NLP BERT AI Researcher 121

Analytics Vidhya

OCTOBER 19, 2022

Source: Canva Introduction In 2018, Google AI researchers came up with BERT, which revolutionized the NLP domain. Later in 2019, the researchers proposed the ALBERT (“A Lite BERT”) model for self-supervised learning of language representations, which shares the same architectural backbone as BERT.

BERT 259

BERT NLP Data Science AI Researcher 259

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

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

Marktechpost

MARCH 2, 2024

The currently existing techniques for instruction tuning frequently rely on Natural Language Processing (NLP) datasets, which are scarce, or self-instruct approaches that produce artificial datasets having difficulty with diversity. 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

AUGUST 5, 2023

These models have been able to successfully imitate human beings by using super-good Natural Language Processing (NLP), Natural Language Generation (NLG) and Natural Language Understanding (NLU).

AI Researcher 98

AI Researcher AI Research Large Language Models Natural Language Processing 98

Unite.AI

MARCH 24, 2024

This development suggests a future where AI can more closely mimic human-like learning and communication, opening doors to applications that require such dynamic interactivity and adaptability. NLP enables machines to understand, interpret, and respond to human language in a meaningful way.

Neural Network 354

Neural Network Robotics Natural Language Processing NLP 354

Heartbeat

AUGUST 23, 2023

Enter Natural Language Processing (NLP) and its transformational power. This is the promise of NLP: to transform the way we approach legal discovery. The seemingly impossible chore of sorting through mountains of legal documents can be accomplished with astonishing efficiency and precision using NLP.

NLP 52

NLP Natural Language Processing Algorithm Categorization 52

Marktechpost

JULY 14, 2023

Researchers’ positionality—their perspectives formed by their own experience, identity, culture, and background—influences their design decisions while developing NLP datasets and models. Latent design choices and the researcher’s positionality are two sources of design bias in producing datasets and models.

NLP 96

NLP Large Language Models Natural Language Processing AI Tools 96

Analytics Vidhya

FEBRUARY 16, 2024

Introduction In Natural Language Processing (NLP), developing Large Language Models (LLMs) has proven to be a transformative and revolutionary endeavor. These models, equipped with massive parameters and trained on extensive datasets, have demonstrated unprecedented proficiency across many NLP tasks.

Large Language Models 224

Large Language Models Natural Language Processing NLP AI Researcher 224

Marktechpost

AUGUST 13, 2023

A number of researches, including those by OpenAI and Google, have emphasized a lot on these developments. LLMs have revolutionized the way humans interact with machines and is one of the greatest advancements in the field of Artificial Intelligence (AI).

Large Language Models 95

Large Language Models AI Researcher AI Research Natural Language Processing 95

Marktechpost

SEPTEMBER 26, 2023

There has been a meteoric rise in people using and researching Large Language Models (LLMs), particularly in Natural Language Processing (NLP). According to the research, Unconstrained language models reflect and exacerbate the prejudices of the larger culture in which they are entrenched.

AI Researcher 102

AI Researcher AI Research Large Language Models LLM 102

Mlearning.ai

JUNE 6, 2023

Examining alternative approaches for accurate and resource-efficient NLP solutions, moving beyond LLMs. Their ability to process natural language at scale has made them particularly valuable for tasks like translation, chatbots, and AI assistants. Let’s give an example from LLaMA by Meta AI using a training dataset containing 1.4

Large Language Models 52

Large Language Models NLP Deep Learning Neural Network 52

ODSC - Open Data Science

OCTOBER 13, 2023

This work empowers researchers and developers to harness the potential of long-context LLMs , which in turn can help usher in a new era of NLP-based research. It claims to offer models with superior performance, comprehensive evaluations, and insights into the factors that shape their capabilities.

AI Researcher 97

AI Researcher AI Research Data Science AI 97

ODSC - Open Data Science

MAY 19, 2023

Unlocking the Power of Voice: Enhance Your Applications with Azure Speech Services In this post, we will explore key scenarios for implementing our Azure AI in your enterprise, and some of the most innovative Azure Speech features. Many AI researchers agree that artificial general intelligence is becoming increasingly feasible.

NLP 52

NLP Data Science Python Machine Learning 52

Mlearning.ai

SEPTEMBER 2, 2023

AI | MACHINE LEARNING | START-UP This is the story of how my interest in AI takes me to give a talk about AI, train my first machine-learning model, and get my internship at an AI research start-up. He asked the professor that is in charge of the research team and let me know about the result the next day.

Machine Learning 52

Machine Learning NLP Natural Language Processing AI Researcher 52

Marktechpost

JULY 2, 2023

The performance of large language models (LLMs) has been impressive across many different natural language processing (NLP) applications. Don’t forget to join our 25k+ ML SubReddit , Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

LLM 114

LLM AI Researcher AI Research Large Language Models 114

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

JULY 21, 2023

Pretrained language models (PLMs) have significantly improved on many downstream NLP tasks due to finetuning. The need to learn fewer parameters per task than necessary for comprehensive finetuning has led to a surge in research on “parameter-efficient” methods for model tuning.

AI Researcher 52

AI Researcher AI Research NLP Deep Learning 52

Marktechpost

SEPTEMBER 3, 2023

Also, don’t forget to join our 29k+ ML SubReddit , 40k+ Facebook Community, Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more. If you like our work, you will love our newsletter.

Large Language Models 129

Large Language Models NLP AI Researcher AI Research 129

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

JULY 4, 2023

Large language models, such as PaLM, Chinchilla, and ChatGPT, have opened up new possibilities in performing natural language processing (NLP) tasks from reading instructive cues. Also, don’t forget to join our 13k+ ML SubReddit , Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

NLP 81

NLP Large Language Models Natural Language Processing AI 81

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

Unite.AI

SEPTEMBER 20, 2023

Hugging Face is an AI research lab and hub that has built a community of scholars, researchers, and enthusiasts. In a short span of time, Hugging Face has garnered a substantial presence in the AI space. Transformers in NLP In 2017, Cornell University published an influential paper that introduced transformers.

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LLM BERT NLP Python 342

Marktechpost

JULY 23, 2023

Deep learning has greatly benefited from the transformer architecture and attention mechanism other researchers presented for natural language processing (NLP). All Credit For This Research Goes To the Researchers on This Project.

AI Researcher 95

AI Researcher AI Research Deep Learning Neural Network 95