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Survey of Knowledge Conflicts in Large Language Models: Pathways to Enhanced Accuracy and Reliability
Large language models (LLMs) have taken center stage in artificial intelligence, fueling advancements in many applications, from enhancing conversational AI to powering complex analytical tasks. Their crux of functionality lies in their ability to sift through and...
ScreenAI: A visual language model for UI and visually-situated language understanding
Posted by Srinivas Sunkara and Gilles Baechler, Software Engineers, Google Research Screen user interfaces (UIs) and infographics, such as charts, diagrams and tables, play important roles in human communication and human-machine interaction as they facilitate rich...
NVIDIA’s Blackwell GPU Revolution: Unleashing the Next Wave of AI and High-Performance Computing
In the era of AI-driven transformations and soaring computing demands, NVIDIA launches its Blackwell platform, which emerges as a game-changer. Named after the renowned mathematician David Harold Blackwell, this platform is set to revolutionize AI and HPC with its...
BurstAttention: A Groundbreaking Machine Learning Framework that Transforms Efficiency in Large Language Models with Advanced Distributed Attention Mechanism for Extremely Long Sequences
Large language models (LLMs) have revolutionized how computers understand and generate human language in machine learning and natural language processing. Central to this revolution is the Transformer architecture, known for its remarkable ability to handle complex...
SCIN: A new resource for representative dermatology images
Posted by Pooja Rao, Research Scientist, Google Research Health datasets play a crucial role in research and medical education, but it can be challenging to create a dataset that represents the real world. For example, dermatology conditions are diverse in their...
Researchers from IBM and MIT Introduce LAB: A Novel AI Method Designed to Overcome the Scalability Challenges in the Instruction-Tuning Phase of Large Language Model (LLM) Training
IBM researchers have introduced LAB (Large-scale Alignment for chatbots) to address the scalability challenges encountered during the instruction-tuning phase of training large language models (LLMs). While LLMs have revolutionized natural language processing (NLP)...





