Artificial Intelligence

Yandex Introduces TabReD: A New Benchmark for Tabular Machine Learning

In recent years, research on tabular machine learning has grown rapidly. Yet, it still poses significant challenges for researchers and practitioners. Traditionally, academic benchmarks...

WTU-Eval: A New Standard Benchmark Tool for Evaluating Large Language Models LLMs Usage Capabilities

Large Language Models (LLMs) excel in various tasks, including text generation, translation, and summarization. However, a growing challenge within NLP is how these models...

HuggingFace Researchers Introduce Docmatix: A Dataset For Document Visual Question Answering Containing 2.4 Million Pictures And 9.5 Million Q/A Pairs

Document Visual Question Answering (DocVQA) is a branch of visual question answering that focuses on answering queries about the contents of documents. These documents...

AgentPoison: A Novel Red Teaming Approach and Backdoor Attack Targeting Generic and RAG-based LLM Agents by Poisoning their Long-Term Memory or RAG Knowledge Base

Recent advances in large language models (LLMs) have made it possible to use LLM agents in many areas, including safety-critical ones like finance, healthcare,...

ProcTag: A Data-Oriented AI Method that Assesses the Efficacy of Document Instruction Data

Effectively evaluating document instruction data for training large language models (LLMs) and multimodal large language models (MLLMs) in document visual question answering (VQA) presents...

Meet ZeroPath: A GitHub App that Detects, Verifies, and Issues Pull Requests for Security Vulnerabilities in Your Code

Securing their products is a challenge for businesses. Teams are inundated with false positives from current Static Application Security Testing (SAST) technologies, and those...

Merlinn: An Open-Source LLM-Powered-On-Call Copilot AI Engineer that Automatically Listens to Production Incidents and Resolves It for You

On-call shifts can be very stressful for engineers. When something goes wrong in a system, the person on call has to figure out the...

Leveraging AI and Machine Learning ML for Untargeted Metabolomics and Exposomics: Advances, Challenges, and Future Directions

AI and ML in Untargeted Metabolomics and Exposomics: Metabolomics employs a high-throughput approach to measure a variety of metabolites and small molecules in biological samples,...

Microsoft Research Introduces E5-V: A Universal AI Framework for Multimodal Embeddings with Single-Modality Training on Text Pairs

A major development in artificial intelligence, multimodal large language models (MLLMs) combine verbal and visual comprehension to produce more accurate representations of multimodal inputs....

This AI Paper from UC Berkeley Shows How Interfacing GPT with Prolog (Reliable Symbolic System) Drastically Improves Its Math Problem-Solving Abilities

The recent development of large language models (LLMs) has transformed the field of Natural Language Processing (NLP). LLMs show human-level performance in many professional...

Open Artificial Knowledge (OAK) Dataset: A Large-Scale Resource for AI Research Derived from Wikipedia’s Main Categories

The rapid advancement of Artificial Intelligence (AI) and Machine Learning (ML) has highlighted the critical need for large, diverse, and high-quality datasets to train...

Stability AI Open-Sources Stable Audio Open: An Audio Generation Model with Variable-Length (up to 47s) Stereo Audio at 44.1kHz from Text Prompts

In the field of Artificial Intelligence, open, generative models stand out as a cornerstone for progress. These models are vital for advancing research and...

Nvidia AI Releases Minitron 4B and 8B: A New Series of Small Language Models...

0
Large language models (LLMs) models, designed to understand and generate human language, have been applied in various domains, such as machine translation, sentiment analysis,...

Arcee AI Introduces Arcee-Nova: A New Open-Sourced Language Model based on Qwen2-72B and Approaches...

0
Arcee AI introduced Arcee-Nova, a groundbreaking achievement in open-source artificial intelligence. Following their previous release, Arcee-Scribe, Arcee-Nova has quickly established itself as the highest-performing...

H2O.ai Just Released Its Latest Open-Weight Small Language Model, H2O-Danube3, Under Apache v2.0

0
The natural language processing (NLP) field rapidly evolves, with small language models gaining prominence. These models, designed for efficient inference on consumer hardware and...

The Next Big Trends in Large Language Model (LLM) Research

0
Large Language Models (LLMs) are rapidly developing with advances in both the models' capabilities and applications across multiple disciplines. In a recent LinkedIn post,...

CaLM: Bridging Large and Small Language Models for Credible Information Generation

0
The paper addresses the challenge of ensuring that large language models (LLMs) generate accurate, credible, and verifiable responses by correctly citing reliable sources. Existing...

Recent articles

🐝 FREE AI WEBINAR: A Synthetic Data Deep Dive (July 30 2024)

X