TFT-ID (Table/Figure/Text IDentifier): An Object Detection AI Model Finetuned to Extract Tables, Figures, and Text Sections in Academic Papers

Understanding the Challenge of Multimodal Retrieval Retrieving relevant information from different formats, like text and images, is a major challenge. Most systems are designed for either text or images, which limits their effectiveness in real-world applications.…

Introduction to Claude 3.5 Sonnet Anthropic AI has launched Claude 3.5 Sonnet, a new AI model available for free on Claude.ai and the Claude iOS app. It is accessible via the Anthropic API, Amazon Bedrock, and…

The LM Evaluation Harness, created by EleutherAI, is an open-source framework that enables comprehensive evaluation of autoregressive language models (LLMs) across multiple NLP benchmarks. It addresses the challenge of consistent model assessment, featuring standardized testing, customizable…

Recent research explores the integration of Mixture-of-Expert (MoE) modules into deep reinforcement learning (RL) networks. While traditional supervised learning models benefit from increased size, RL models often face performance decline with more parameters. Deep RL has…

Large Language Models (LLMs) have revolutionized processing multimodal information, leading to breakthroughs in multiple fields. Prompt engineering, introduced by researchers at MBZUAI, focuses on optimizing prompts for LLMs. Their study outlines 26 principles for crafting effective…

Overview of Graph Generation Graph generation is crucial in many areas, such as molecular design and social network analysis. It helps model complex relationships and structured data. However, many current models use adjacency matrices, which can…

The Value of LLaVA-Critic in AI Evaluation Practical Solutions and Benefits: The LLaVA-Critic is a specialized Large Multimodal Model (LMM) designed for evaluating the performance of other models across various tasks. It offers a reliable and…

Artificial intelligence (AI) has the potential to improve society, and the adoption of AI technologies has accelerated. Amazon has launched generative AI services like Amazon Bedrock and CodeWhisperer to unlock the capabilities of generative AI. Assessing…

Researchers from the Australian National University, the University of Oxford, and the Beijing Academy of AI have developed an AI system called “3D-GPT” that can generate 3D environments based on text prompts. The system breaks down…

Sailor, a suite of language models by Sea AI Lab and Singapore University of Technology and Design, caters to the intricate linguistic diversity of Southeast Asia. Its meticulous data handling equips it for accurate text generation…

Understanding Self-MoA and Its Benefits Large Language Models (LLMs) like GPT, Gemini, and Claude are designed to generate impressive responses. However, making them work efficiently can be costly as their size increases. Ongoing research focuses on…

A study by Randstad reveals that Indian workers are more concerned about job loss due to artificial intelligence (AI) compared to workers in countries like the US, UK, and Germany. The study found that one in…

Warner Music is collaborating with Edith Piaf’s estate to create a groundbreaking 90-minute animated biopic of the French singer. The project will utilize AI technology to recreate Piaf’s voice. The film, titled “Edith,” will combine animation…

Generative AI is playing a growing role in business operations and customer service. According to Salesforce research, 61% of workers either use or plan to use generative AI, with 68% confident that it will enhance customer…

The increasing use of cloud-hosted large language models raises privacy concerns. Secure Multi-Party Computing (SMPC) is a solution, but applying it to Privacy-Preserving Inference (PPI) for Transformer models causes performance issues. SecFormer is introduced to balance…

Children in the UK are using AI image generators to create indecent images of other children, according to the UK Safer Internet Centre (UKSIC). The charity has highlighted the need for immediate action to prevent the…

A new integer-to-string conversion algorithm, called “LR printer,” outperforms the optimized standard algorithm by 25-38% for 32-bit and 40-58% for 64-bit integers. It’s beneficial for applications that generate large text files with numerous integers, affecting performance…