​[[{“value”:” Large Language Models (LLMs) have revolutionized the field of natural language processing, allowing machines to understand and generate human language. These models, such as GPT-4 and Gemini-1.5, are crucial for extensive text processing applications, including summarization and question answering. However, managing long contexts remains… Read More »Self-Route: A Simple Yet Effective AI Method that Routes Queries to RAG or Long Context LC based on Model Self-Reflection Sana Hassan Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Harvard researchers have recently unveiled ReXrank, an open-source leaderboard dedicated to AI-powered radiology report generation. This significant development is poised to revolutionize the field of healthcare AI, particularly in interpreting chest x-ray images. The introduction of ReXrank aims to set new standards by providing… Read More »Harvard Researchers Unveil ReXrank: An Open-Source Leaderboard for AI-Powered Radiology Report Generation from Chest X-ray Images Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Artificial intelligence, particularly in training large multimodal models (LMMs), relies heavily on vast datasets that include sequences of images and text. These datasets enable the development of sophisticated models capable of understanding and generating multimodal content. As AI models’ capabilities advance, the need for… Read More »MINT-1T Dataset Released: A Multimodal Dataset with One Trillion Tokens to Build Large Multimodal Models Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Artificial intelligence (AI) is dedicated to developing systems capable of performing tasks that typically require human intelligence. This dedication is met with numerous challenges along the way. One such challenge in AI is creating systems that can manage complex, realistic tasks requiring extensive interaction… Read More »This AI Paper Introduces AssistantBench and SeePlanAct: A Benchmark and Agent for Complex Web-Based Tasks Nikhil Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Science aims to discover concise, explanatory formulae that align with background theory and experimental data. Traditionally, scientists have derived natural laws through equation manipulation and experimental verification, but this approach could be more efficient. The Scientific Method has advanced our understanding, but the rate… Read More »IBM Researchers Introduce AI-Hilbert: An Innovative Machine Learning Framework for Scientific Discovery Integrating Algebraic Geometry and Mixed-Integer Optimization Sana Hassan Artificial Intelligence Category – MarkTechPost

​ The field of Natural Language Processing (NLP) has seen significant advancements in recent years, largely driven by the development of sophisticated models capable of understanding and generating human language. One of the key players in this revolution is Hugging Face, an open-source AI company… Read More »Unlocking the Power of Hugging Face for NLP Tasks Ravjot Singh Becoming Human: Artificial Intelligence Magazine – Medium

​[[{“value”:” Current methodologies for Text-to-SQL primarily rely on deep learning models, particularly Sequence-to-Sequence (Seq2Seq) models, which have become mainstream due to their ability to map natural language input directly to SQL output without intermediate steps. These models, enhanced by pre-trained language models (PLMs), set the… Read More »Transforming Database Access: The LLM-based Text-to-SQL Approach Shreya Maji Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Fundamental Large Language Models (LLMs) such as GPT-4, Gemini, and Claude have demonstrated notable capabilities, matching or exceeding human performance. In this context, benchmarks become difficult but necessary tools for distinguishing various models and pinpointing their limitations. Comprehensive evaluations of language models have been… Read More »LMMS-EVAL: A Unified and Standardized Multimodal AI Benchmark Framework for Transparent and Reproducible Evaluations Tanya Malhotra Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Remote sensing is a crucial field utilizing satellite and aerial sensor technologies to detect and classify objects on Earth, playing a significant role in environmental monitoring, agricultural management, and natural resource conservation. These technologies enable scientists to gather extensive data over vast geographic areas… Read More »EuroCropsML: An Analysis-Ready Remote Sensing Machine Learning Dataset for Time Series Crop Type Classification of Agricultural Parcels in Europe Nikhil Artificial Intelligence Category – MarkTechPost

​[[{“value”:” The mismatch between human expectations of AI capabilities and the actual performance of AI systems does not allow users to effectively utilize LLMs. Incorrect assumptions about AI capabilities can lead to dangerous situations, especially in critical applications like self-driving cars or medical diagnosis. If… Read More »A New AI Study from MIT Shows Someone’s Beliefs about an LLM Play a Significant Role in the Model’s Performance and are Important for How It is Deployed Pragati Jhunjhunwala Artificial Intelligence Category – MarkTechPost