Marktechpost

FEBRUARY 21, 2024

This problem is exemplified in benchmarks like the Abstraction and Reasoning Corpus (ARC), which tests AI systems’ ability to apply core knowledge systems—objects, actions, numbers, and space—in novel ways. Existing approaches to tackle these challenges can be categorized into neural and neuro-symbolic methods.

AI Researcher 123

AI Researcher AI Research Categorization Deep Learning 123

Marktechpost

JULY 6, 2024

Researchers at Salesforce AI Research introduced a novel evaluation method called the “Summary of a Haystack” (SummHay) task. First, researchers generate Haystacks of documents on specific topics, ensuring certain insights are repeated across these documents. Also, don’t forget to follow us on Twitter.

AI Researcher 112

AI Researcher AI Research Large Language Models Natural Language Processing 112

Unite.AI

DECEMBER 9, 2024

The way it categorizes incoming emails automatically has also helped me maintain that elusive “inbox zero” I could only dream about. AI-Powered Search with Hallucination-Free Responses & Citations When it comes to search capabilities, HARPA does something pretty unique.

Automation 159

Automation AI AI Categorization 159

Marktechpost

OCTOBER 25, 2024

The Georgia Institute of Technology and Salesforce AI Research researchers introduce a new framework for evaluating RAG systems based on a metric called “sub-question coverage.” Researchers could pinpoint gaps where each system failed to deliver comprehensive answers by measuring coverage across these categories.

AI Researcher 108

AI Researcher AI Research Categorization Inference Engine 108

Marktechpost

JULY 21, 2023

Various activities, such as organizing large amounts into small groups and categorizing numerical quantities like numbers, are performed by our nervous system with ease but the emergence of these number sense is unknown. The ability to decipher any quantity is called Number sense. Number sense is key in mathematical cognition.

Convolutional Neural Networks 98

Convolutional Neural Networks Neural Network AI Researcher AI Research 98

Marktechpost

OCTOBER 28, 2023

This improves the model’s capacity to provide accurate action categorizations. The techniques created in this research are intended to be model-agnostic, implying they can be utilized with various current action segmentation frameworks. Join our AI Channel on Whatsapp. If you like our work, you will love our newsletter.

Robotics 116

Robotics AI Researcher AI Research Categorization 116

Unite.AI

MARCH 13, 2025

The pending release of Alibaba's multi-function AI-editing suite VACE has excited the user community. Sample prompts from VideoPhy-2, categorized by physical activities or object interactions. Each prompt is paired with its corresponding action and the relevant physical principle it tests.

AI 221

AI AI LLM Computer Vision 221

Snorkel AI

JULY 2, 2024

I recently presented two weak supervision-related research papers I worked on to an audience of Snorkel AI researchers. Snorkel AI has thoroughly explained weak supervision elsewhere, but I will explain the concept briefly here. You can watch an edited recording of the presentation (embedded below).

Categorization 52

Categorization Neural Network Explainability Large Language Models 52

Snorkel AI

JULY 2, 2024

I recently presented two weak supervision-related research papers I worked on to an audience of Snorkel AI researchers. Snorkel AI has thoroughly explained weak supervision elsewhere, but I will explain the concept briefly here. You can watch an edited recording of the presentation (embedded below).

Categorization 52

Categorization Neural Network Explainability Large Language Models 52

Marktechpost

JULY 22, 2023

Recent research has made significant strides by performing well in generation and categorization, both with and without supervision. Their categorization potential is, however, mostly untapped and unstudied. Modern diffusion models have also been quite successful in achieving generating goals.

AI Researcher 98

AI Researcher AI Research Categorization Computer Vision 98

Marktechpost

AUGUST 5, 2023

This method, which has broad use in various tasks like categorization, detection, and segmentation, allows students to pick up knowledge from a more experienced teacher. The post This AI Research Introduces a Novel Two-Stage Pose Distillation for Whole-Body Pose Estimation appeared first on MarkTechPost.

AI Researcher 98

AI Researcher AI Research Categorization AI 98

Marktechpost

SEPTEMBER 26, 2023

Many graphical models are designed to work exclusively with continuous or categorical variables, limiting their applicability to data that spans different types. Moreover, specific restrictions, such as continuous variables not being allowed as parents of categorical variables in directed acyclic graphs (DAGs), can hinder their flexibility.

Neural Network 135

Neural Network Categorization Data Scientist Data Analysis 135

Marktechpost

NOVEMBER 12, 2023

There is an increasing need for a formal framework to categorize and comprehend the behavior of AGI models and their precursors as the capabilities of machine learning models advance. All credit for this research goes to the researchers of this project. If you like our work, you will love our newsletter.

Artificial Intelligence 138

Artificial Intelligence Artificial Intelligence Categorization Machine Learning 138

Marktechpost

DECEMBER 11, 2024

LG AI Research has released bilingual models expertizing in English and Korean based on EXAONE 3.5 The research team has expanded the EXAONE 3.5 models demonstrate exceptional performance and cost-efficiency, achieved through LG AI Research s innovative R&D methodologies. The EXAONE 3.5

AI Researcher 86

AI Researcher AI Research Generative AI AI 86

Marktechpost

MARCH 2, 2025

To address these challenges, researchers from Northeastern University, Google DeepMind, and the University of Washington proposed “ assisted memorization ,” analyzing how personal data is retained in LLMs over time. All credit for this research goes to the researchers of this project.

Large Language Models 50

Large Language Models Categorization Machine Learning AI Researcher 50

Marktechpost

MARCH 22, 2024

A team of AI researchers and engineers at Amazon worked together to build ML pipelines using DATALORE, a new machine learning system that automatically generates data transformations among tables in a shared data repository. Because it can handle numeric, textual, and categorical data, DATALORE normally beats EDV in every category.

Machine Learning 136

Machine Learning Explainability Categorization ETL 136

Towards AI

JANUARY 23, 2025

Smolagents + Web Scraper + DeepSeek V3 Python = Powerful AI Research Agent By Gao Dalie () This article provides a tutorial on creating a multi-agent chatbot using Smolagents, a Python library for building AI agents, combined with web scraping and the DeepSeek V3 language model. Our must-read articles 1.

Neural Network 93

Neural Network Computer Vision LLM AI 93

Marktechpost

DECEMBER 8, 2023

INSTRUCTOR is used to categorize OSS-INSTRUCT-generated data based on embedding similarity. All credit for this research goes to the researchers of this project. The post University of Illinois Researchers Introduce Magicoder: a Series of Fully Open-Source Large Language Models (LLMs) for Code appeared first on MarkTechPost.

Large Language Models 137

Large Language Models Data Science Categorization Python 137

AssemblyAI

MARCH 3, 2024

This article examines how AI models can be leveraged to help market research platforms build powerful tools that can: Transcribe asynchronous and live voice and video feedback to make review and analysis more efficient. Generate key themes and highlights to speed up research analysis.

Categorization 147

Categorization Large Language Models AI AI 147

Unite.AI

DECEMBER 18, 2023

This premier event, revered in the AI research community, has once again brought together the brightest minds to push the boundaries of knowledge and technology. This year, NeurIPS has showcased an impressive array of research contributions, marking significant advancements in the field.

Machine Learning 130

Machine Learning Large Language Models Categorization AI Researcher 130

Marktechpost

SEPTEMBER 2, 2023

Meta AI researchers have charted a comprehensive roadmap in response to this multifaceted challenge. These experts have labored to annotate the dataset meticulously, categorizing it across multiple dimensions. All Credit For This Research Goes To the Researchers on This Project.

Computer Vision 135

Computer Vision Neural Network Categorization AI Researcher 135

Marktechpost

AUGUST 25, 2023

Affective emotions are additionally categorized into mental states encompassing affective, behavioral, and cognitive aspects and bodily states. As an alternative to the conventional categorical approach, the study also incorporated three continuous dimensions: valence, arousal, and dominance.

Categorization 98

Categorization Artificial Intelligence Artificial Intelligence AI 98

Marktechpost

JULY 30, 2024

The University of Washington and Allen Institute for AI researchers have surveyed abstention in large language models, highlighting its potential to reduce hallucinations and enhance AI safety. It categorizes methods based on their application during pre-training, alignment, and inference stages.

Large Language Models 107

Large Language Models Categorization Natural Language Processing LLM 107

Marktechpost

DECEMBER 9, 2023

A new Meta AI research creates the pre-trained lightweight ViT backbones for every task using our technology, SAM-leveraged masked image pertaining (SAMI). To do this, the researchers establish high-quality pretrained ViT encoders by utilizing the renowned MAE pretraining method with the SAM model. New paper!

Categorization 121

Categorization AI Researcher AI Research AI 121

Towards AI

OCTOBER 30, 2023

Our journey will progress into its application in AI, leading to the identification of pivotal stakeholders in AI Governance. In Part 2, we’ll delve deeper into analyzing, categorizing, and prioritizing stakeholders in AI Governance, and more. Their technical and ethical choices significantly influence the AI landscape.

Categorization 116

Categorization AI Development AI Developer AI Engineer 116

Marktechpost

SEPTEMBER 4, 2023

The researchers improved the program’s ability to measure how bad the problem was. Researchers also categorized the type of spine curve just by looking at one picture. All Credit For This Research Goes To the Researchers on This Project. Traditional computer programs couldn’t do this well.

Deep Learning 123

Deep Learning Computer Vision Categorization AI 123

Marktechpost

OCTOBER 9, 2023

Specifically, 13 distinct single-error actions and 74 composite error actions associated with external cardiac compression have been identified and categorized. This innovative CPR-based research is the first to analyze action-specific errors commonly committed during this procedure. Join our AI Channel on Whatsapp.

Artificial Intelligence 129

Artificial Intelligence Artificial Intelligence Categorization Deep Learning 129

Marktechpost

DECEMBER 2, 2023

It also categorizes instruction generation methods and discusses integrating external knowledge sources like Wikipedia and Google to improve reasoning chain accuracy. All credit for this research goes to the researchers of this project. If you like our work, you will love our newsletter.

Categorization 121

Categorization Automation AI Researcher AI Research 121

Marktechpost

SEPTEMBER 25, 2023

Existing benchmarks frequently use simple objective metrics like word overlap to gauge how well the content produced by the machine is categorizing information. All Credit For This Research Goes To the Researchers on This Project. Second, there needs to be comprehensive evaluations or metrics of LLM performance.

Large Language Models 127

Large Language Models LLM Natural Language Processing Categorization 127

Marktechpost

SEPTEMBER 12, 2023

Fine-grained image categorization delves into distinguishing closely related subclasses within a broader category. Deep learning models frequently unintentionally concentrate more on backgrounds, occasionally to the point where they can categorize based only on it. All Credit For This Research Goes To the Researchers on This Project.

Convolutional Neural Networks 108

Convolutional Neural Networks Categorization Neural Network Deep Learning 108

AssemblyAI

FEBRUARY 6, 2024

Conversation intelligence (sometimes referred to as conversational intelligence AI ) is the use of Artificial Intelligence (AI) to infer valuable meaning from conversational data.  Top ASR models, like Conformer-2 , are informed by state-of-the-art AI research and trained on enormous datasets to achieve near-human accuracy.

AI Modeling 246

AI Modeling Large Language Models AI AI 246

Marktechpost

OCTOBER 3, 2023

This distinction is essential for a variety of uses, such as building playlists for particular objectives, concentration, or relaxation, and even as a first step in language categorization for singing, which is crucial in marketplaces with numerous languages. All Credit For This Research Goes To the Researchers on This Project.

Artificial Intelligence 129

Artificial Intelligence Artificial Intelligence Neural Network Categorization 129

Marktechpost

APRIL 10, 2024

Researchers from Shanghai Jiao Tong University, Shanghai Artificial Intelligence Laboratory, Yale University, Carnegie Mellon University, and Generative AI Research Lab (GAIR) introduced REASONEVAL, a new approach to evaluating reasoning quality beyond final-answer accuracy.

Machine Learning 107

Machine Learning Large Language Models Categorization Artificial Intelligence 107

Marktechpost

AUGUST 15, 2023

The latest research paper from The University of California, Santa Barbara, has focused on offering a comprehensive analysis of this newly developing group of approaches. The team has performed a thorough study and categorization of numerous contemporary research projects that make use of these tactics.

Large Language Models 98

Large Language Models Categorization Natural Language Processing LLM 98

Marktechpost

JULY 16, 2023

The team has shared how Semantic-SAM tackles the problem of semantic awareness by using a decoupled categorization strategy for parts and objects. This strategy guarantees that the model can handle data from the SAM dataset, which lacks some categorization labels, as well as data from general segmentation data.

Categorization 98

Categorization Computer Vision Natural Language Processing Large Language Models 98

Marktechpost

OCTOBER 22, 2023

Applications of FastEmbed Machine Translation Text Categorization Answering Questions and Summarizing Documents Information Retrieval and Summarization FastEmbed is an efficient, lightweight, and precise toolkit for generating text embeddings. All Credit For This Research Goes To the Researchers on This Project.

Python 112

Python Natural Language Processing Categorization NLP 112

Marktechpost

DECEMBER 11, 2023

1, the research team altered the transformer decoder design just slightly (two modifications total). The research team trained this model using teacher forcing and a causal attention mask, just like typical transformer decoders. All credit for this research goes to the researchers of this project. As seen in Fig.

Categorization 121

Categorization Computer Vision Natural Language Processing Deep Learning 121