​[[{“value”:” Language models (LMs), while powerful in generating human-like text, often produce unstructured and inconsistent outputs. The lack of structure in responses poses challenges in real-world applications, especially in long and extensive responses. It becomes difficult to extract specific information, integrate with systems expecting structured… Read More »Formatron: A High-Performance Constrained Decoding Python Library that Allows Users to Control the Output Format of Language Models with Minimal Overhead Pragati Jhunjhunwala Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Quantum computing has shown great potential to transform specific algorithms and applications and is expected to work alongside traditional High-Performance Computing (HPC) environments. Moreover, Noisy Intermediate-Scale Quantum (NISQ) devices have emerged as powerful computational platforms, but they face challenges such as limited qubit coherence… Read More »Quantum Framework (QFw): A Flexible Framework for Hybrid HPC and Quantum Computing Sajjad Ansari Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Computational social science (CSS) leverages advanced computational techniques to analyze and interpret vast amounts of social data. This field increasingly relies on natural language processing (NLP) methods to handle unstructured text data. However, while large language models (LLMs) have revolutionized CSS by enabling rapid… Read More »Rapid Edge Deployment for CSS Tasks (RED-CT): A Novel System for Efficiently Integrating LLMs with Minimal Human Annotation in Resource-Constrained Environments Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” One of the most common applications of generative artificial intelligence (AI) and large language models (LLMs) in an enterprise environment is answering questions based on the enterprise’s knowledge corpus. Pre-trained foundation models (FMs) excel at natural language understanding (NLU) tasks, including summarization, text generation,… Read More »Unlock the power of structured data for enterprises using natural language with Amazon Q Business Vishal Karlupia AWS Machine Learning Blog

​[[{“value”:” Building Information Modeling (BIM) is an all-encompassing method of representing built assets using geometric and semantic data. This data can be used throughout a building’s lifetime and shared in dedicated forms throughout project stakeholders. Current building information modeling (BIM) authoring software considers various design… Read More »Text2BIM: An LLM-based Multi-Agent Framework Facilitating the Expression of Design Intentions more Intuitively Dhanshree Shripad Shenwai Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Mental health profoundly impacts individuals’ quality of life, yet accessing mental health services can be challenging due to stigma, insufficient workforce, and fragmented care systems. NLP has demonstrated its potential in this area, with models developed to detect symptoms and evaluate depression from clinical… Read More »mhGPT: Advancing Mental Health AI with a Lightweight, Expert Knowledge-Infused Transformer for Low-Resource Environments Sana Hassan Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Professionals and enthusiasts in the finance industry need to have dependable tools for accessing and analyzing large amounts of data in order to track macroeconomic trends, cryptocurrency, equities markets, and forex. A comprehensive platform that gathers all this data in one location is essential.… Read More »OpenBB: An Open-Sourced Python-Based Finance ResearchPlatform Niharika Singh Artificial Intelligence Category – MarkTechPost

​[[{“value”:” The year 2023 witnessed a rapid rise in generative AI, which has led to the development of numerous AI applications designed to tackle various tasks. Despite their power, these tools often face a significant challenge: integration into daily life. Implementing AI into daily routines… Read More »Fabric: An Open-Source Framework for Augmenting Humans Using AI Niharika Singh Artificial Intelligence Category – MarkTechPost