Haize Labs Introduced Sphynx: A Cutting-Edge Solution for AI Hallucination Detection with Dynamic Testing and Fuzzing Techniques Asif Razzaq Artificial Intelligence Category – MarkTechPost

[[{“value”:” Haize Labs has recently introduced Sphynx, an innovative tool designed to address the persistent challenge of hallucination in AI models. In this context, hallucinations refer to instances where language models generate incorrect or nonsensical outputs, which can be problematic in various applications. The introduction… Read More »Haize Labs Introduced Sphynx: A Cutting-Edge Solution for AI Hallucination Detection with Dynamic Testing and Fuzzing Techniques Asif Razzaq Artificial Intelligence Category – MarkTechPost

NuMind Released: Empowering Custom NLP Model Creation with In-House Foundation Models and Active Learning for Over 10 Industries and Languages Asif Razzaq Artificial Intelligence Category – MarkTechPost

[[{“value”:” NuMind is an innovative tool designed to facilitate creation of custom natural language processing (NLP) models through an interactive teaching process. Developed by NuMind, the tool aims to democratize the use of advanced NLP models by allowing users to build high-performance information extraction models… Read More »NuMind Released: Empowering Custom NLP Model Creation with In-House Foundation Models and Active Learning for Over 10 Industries and Languages Asif Razzaq Artificial Intelligence Category – MarkTechPost

[[{“value”:” The Allen Institute for Artificial Intelligence AI2 has taken a significant step in advancing open-source language models with the launch of OLMo (Open Language Model). This framework provides researchers and academics with comprehensive access to data, training code, models, and evaluation tools, fostering collaborative… Read More »Allen Institute for AI (AI2) Released a New Bundle of OLMo 1B and 7B Assets Mohammad Asjad Artificial Intelligence Category – MarkTechPost

[[{“value”:” Meet OWLSAM2: a groundbreaking project that combines the cutting-edge zero-shot object detection capabilities of OWLv2 with the state-of-the-art mask generation prowess of SAM2 (Segment Anything Model 2). This innovative fusion results in a text-promptable model that sets new standards in the field of computer… Read More »OWLSAM2: A Revolutionary Advancement in Zero-Shot Object Detection and Mask Generation by Combining OWLv2 with SAM2 Asif Razzaq Artificial Intelligence Category – MarkTechPost

[[{“value”:” Search engines are crucial to our daily online activities, helping us find information quickly and efficiently. However, many existing search engines struggle with delivering relevant and accurate results due to limitations in their underlying technologies. These issues can lead to user frustration as they… Read More »The Open-Source Release of OpenPerplex.com: An AI-Powered Search Engine Niharika Singh Artificial Intelligence Category – MarkTechPost

[[{“value”:” LLMs excel in natural language understanding but are resource-intensive, limiting their accessibility. Smaller models like MiniCPM offer better scalability but often need targeted optimization to perform. Text embeddings, vector representations that capture semantic information, are essential for tasks like document classification and information retrieval.… Read More »Enhancing Text Embeddings in Small Language Models: A Contrastive Fine-Tuning Approach with MiniCPM Sana Hassan Artificial Intelligence Category – MarkTechPost

[[{“value”:” One of the most difficult challenges in translation is simultaneous speech translation (SiST). The ability to translate spoken words into another language in real time is known as simultaneous speech translation, and it paves the way for instantaneous communication across language barriers. There has… Read More »Bytedance Researchers Present Cross Language Agent – Simultaneous Interpretation (CLASI): A High-Quality And Human-Like Simultaneous Speech Translation (SiST) System Dhanshree Shripad Shenwai Artificial Intelligence Category – MarkTechPost

[[{“value”:” Artificial Intelligence (AI) is significantly developing at a pace that is transforming many different industries. AI agents created to automate and simplify many parts of business processes are among the most intriguing recent advances. These agents, which may be divided into three categories: Planning… Read More »The Evolution of Artificial Intelligence (AI) Agents: Workflow, Planning, and Matrix Agents Leading Enterprise Automation Tanya Malhotra Artificial Intelligence Category – MarkTechPost

[[{“value”:”This paper was accepted at the Workshop Towards Knowledgeable Language Models 2024. Large Language Models (LLMs) might hallucinate facts, while curated Knowledge Graph (KGs) are typically factually reliable especially with domain-specific knowledge. Measuring the alignment between KGs and LLMs can effectively probe the factualness and… Read More »KGLens: Towards Efficient and Effective Knowledge Probing of Large Language Models with Knowledge Graphs Apple Machine Learning Research

Large language models are trained on massive scrapes of the web, which are often unstructured, noisy, and poorly phrased. Current scaling laws show that learning from such data requires an abundance of both compute and data, which grows with the size of the model being… Read More »Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling Apple Machine Learning Research