Marktechpost

NOVEMBER 16, 2024

This extensive training allows the embeddings to capture semantic meanings effectively, enabling advanced NLP tasks. Regular Updates: New models and capabilities are frequently added, reflecting the latest advancements in AI research.

Generative AI 104

Generative AI BERT NLP OpenAI 104

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.

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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. Instead of depending on a single user, CoDev uses the combined expertise of numerous users to cover a wide range of topics.

Artificial Intelligence 127

Artificial Intelligence Artificial Intelligence NLP AI Research 127

Marktechpost

OCTOBER 25, 2024

Natural Language Processing (NLP) is a rapidly growing field that deals with the interaction between computers and human language. As NLP continues to advance, there is a growing need for skilled professionals to develop innovative solutions for various applications, such as chatbots, sentiment analysis, and machine translation.

Natural Language Processing 113

Natural Language Processing NLP Deep Learning Python 113

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

Marktechpost

SEPTEMBER 14, 2023

In the ever-evolving field of Natural Language Processing (NLP), the development of machine translation and language models has been primarily driven by the availability of vast training datasets in languages like English. This limitation hampers the progress of NLP technologies for a wide range of linguistic communities worldwide.

AI Research 131

AI Research AI Researcher Natural Language Processing NLP 131

Marktechpost

SEPTEMBER 21, 2023

In the ever-evolving landscape of Natural Language Processing (NLP) and Artificial Intelligence (AI), Large Language Models (LLMs) have emerged as powerful tools, demonstrating remarkable capabilities in various NLP tasks. Within the field of IT, the importance of NLP and LLM technologies is on the rise.

Large Language Models 128

Large Language Models AI Researcher AI Research NLP 128

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 Research 125

AI Research AI Researcher NLP AI 125

Marktechpost

MARCH 6, 2024

Salesforce AI Researchers introduced the SFR-Embedding-Mistral model to address the challenge of improving text-embedding models for various natural language processing (NLP) tasks, including retrieval, clustering, classification, and semantic textual similarity.

AI Research 116

AI Research AI Researcher Natural Language Processing NLP 116

Marktechpost

AUGUST 9, 2024

LG AI Research has recently announced the release of EXAONE 3.0. LG AI Research is driving a new development direction, marking it competitive with the latest technology trends. introduces advanced natural language processing (NLP) capabilities. AI Ethics and Responsible Innovation In developing EXAONE 3.0,

AI Research 109

AI Research AI Researcher NLP Natural Language Processing 109

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 128

Large Language Models NLP Algorithm Automation 128

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 134

Large Language Models Artificial Intelligence Artificial Intelligence AI Research 134

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 132

Machine Learning AI Research AI Researcher Large Language Models 132

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 Research 131

AI Research AI Researcher NLP Natural Language Processing 131

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 103

Natural Language Processing AI Researcher AI Research NLP 103

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 128

Large Language Models AI Research AI Researcher Neural Network 128

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 123

NLP LLM AI Modeling Large Language Models 123

Marktechpost

JULY 6, 2024

Natural language processing (NLP) in artificial intelligence focuses on enabling machines to understand and generate human language. One of the major challenges in NLP is effectively evaluating the performance of LLMs on tasks that require processing long contexts. This gap underscores the need for further advancements in the field.

AI Research 113

AI Research AI Researcher Large Language Models Natural Language Processing 113

John Snow Labs

JANUARY 25, 2024

The shift across John Snow Labs’ product suite has resulted in several notable company milestones over the past year including: 82 million downloads of the open-source Spark NLP library. The no-code NLP Lab platform has experienced 5x growth by teams training, tuning, and publishing AI models.

NLP 94

NLP LLM Generative AI Large Language Models 94

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 95

NLP Large Language Models Natural Language Processing AI 95

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 130

Natural Language Processing Large Language Models AI Researcher AI Research 130

IBM Journey to AI blog

AUGUST 13, 2024

An early hint of today’s natural language processing (NLP), Shoebox could calculate a series of numbers and mathematical commands spoken to it, creating a framework used by the smart speakers and automated customer service agents popular today.

Machine Learning 291

Machine Learning Neural Network Robotics Natural Language Processing 291

Marktechpost

MARCH 6, 2025

A critical challenge in multilingual NLP is the uneven distribution of linguistic resources. Without structured approaches to improving language inclusivity, these models remain inadequate for truly global NLP applications. All credit for this research goes to the researchers of this project.

Large Language Models 68

Large Language Models LLM NLP Data Quality 68

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 Research 135

AI Research AI Researcher Large Language Models Natural Language Processing 135

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 Research 122

AI Research AI Researcher Large Language Models Natural Language Processing 122

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 131

Large Language Models NLP AI Research AI Researcher 131

Marktechpost

JUNE 21, 2024

Text embeddings (TEs) are low-dimensional vector representations of texts of different sizes, which are important for many natural language processing (NLP) tasks. Pre-trained language models, like BERT and GPT, have shown great success in various NLP tasks.

AI Research 113

AI Research AI Researcher BERT Natural Language Processing 113

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 138

Large Language Models Artificial Intelligence Artificial Intelligence AI Research 138

Unite.AI

JULY 24, 2024

In the consumer technology sector, AI began to gain prominence with features like voice recognition and automated tasks. Over the past decade, advancements in machine learning, Natural Language Processing (NLP), and neural networks have transformed the field. Notable acquisitions include companies like Xnor.a

Machine Learning 223

Machine Learning NLP AI AI 223

Ehud Reiter

JULY 23, 2024

Of course there are also some high-quality evals, but I can understand an outsider deciding not to trust any test-set evaluation published in the AI/NLP literature. Fortunately, we are now seeing RCTs that show real-world benefits from medical AI, which is encouraging and hopefully will lead to more adoption of AI.

NLP 210

NLP AI AI AI Research 210

Towards AI

DECEMBER 16, 2024

Last Updated on December 17, 2024 by Editorial Team Author(s): Prashant Kalepu Originally published on Towards AI. The Top 10 AI Research Papers of 2024: Key Takeaways and How You Can Apply Them Photo by Maxim Tolchinskiy on Unsplash As the curtains draw on 2024, its time to reflect on the innovations that have defined the year in AI.

AI Researcher 111

AI Researcher AI Research Computer Vision 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 123

Large Language Models NLP AI Researcher AI Research 123

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 103

NLP Large Language Models Natural Language Processing AI 103

Analytics Vidhya

APRIL 14, 2023

However, AGI is a monumental challenge requiring significant advancements in AI research. AGI systems could revolutionize many industries and solve complex problems in medicine, climate change, and space exploration.

AI Research 319

AI Research AI Researcher AI AI 319

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 117

LLM AI Research AI Researcher Large Language Models 117

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 112

AI Researcher AI Research Natural Language Processing Neural Network 112

Unite.AI

AUGUST 19, 2023

Fortunately, a team of researchers in Africa is striving to bridge this digital divide. Their recent study in the journal Patterns outlines strategies to develop AI tools tailored to African languages. Kathleen Siminyu, an AI researcher at the Masakhane Research Foundation, emphasizes the importance of this endeavor.

AI Tools 246

AI Tools Natural Language Processing Software Engineer NLP 246