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AWS Researchers Developed A Knowledge Graph Embedding Library Called Deep Graph Knowledge Embedding Library (DGL-KE) Built On The Deep Graph Library (DGL)

Data structures called knowledge graphs (KGs) are used to hold data about various entities (represented as nodes) and their relationships (as edges). Computing knowledge...

Amazon AI Researchers Introduce MEMENTO: Neural Model for Estimating Individual Treatment Effects for Multiple Treatments

Estimating the effect of a binary intervention from historical observational data has been extensively investigated within the causal inference literature. However, the main goal...

Amazon AI Introduces ‘PAVE’: A Novel Reinforcement Learning Model That Uses Lazy-MDP Formalism To Improve Recall of Product Attribute Extraction Models

Millions of products are available in e-commerce stores' catalogs. A significant portion of these products is listed by independent vendors. There are often errors...

Amazon’s 20B-Parameter Alexa Model Sets New Marks In Few-Shot Learning Along With Low Carbon Footprint During Training (One-Fifth of GPT-3’s)

Some of the most significant developments in AI have come through supervised learning. It speaks about computer learning models that have been trained using...

Amazon Researchers Designed A New Machine Learning Algorithm Based On Entropy Balancing That Learns Weights To Directly Maximize Causal Inference Accuracy Using End-To-End Optimization

A causal effect means that a certain thing is happening based on something that has already occurred. In business, the causal effect of a...

Amazon AI Research Presents A Formal Method To Locate Root Causes Of Outliers

Rare observations where a system deviates from its typical behavior are known as outliers. They appear in numerous real-world applications (such as medicine and...

Amazon AI Releases PyTorch-Based ‘Sockeye 3’: The Latest Version of the Sockeye Toolkit for Neural Machine Translation (NMT)

The performance of machine translation systems, which previously relied on phrase-based systems, has suddenly improved with the advent of neural network-based models. An open-source...

Amazon AI Researchers Introduces ReFinED: A Novel Entity Linking (EL) System That Improves Entity Linking Between Texts And Knowledge Bases

Artificial Intelligence has shown promising results across numerous areas, revolutionizing our daily lives. Machines can now understand human language thanks to natural language processing...

AI Researchers at Amazon Develop a Novel Technique by Training a Neural Network to Have Better Joint Representations of Image and Text

Joint image-text embedding is the foundation of most Vision-and-Language (V+L) tasks, where multimodality inputs are simultaneously processed for combined visual and textual understanding. It...

AWS Researchers Develop ‘TabTransformer’ to Bring the Power of Deep Learning to Data in Tables

The top-performing AI systems have deep neural networks at their core. For instance, Transformer-based language models like BERT are typically the foundation for natural...

Amazon Unveils ‘CodeWhisperer’: A New Service That Uses Machine Learning To Generate Code Suggestions For Software Developers

With the launch of Amazon CodeWhisperer, an AI-powered coding aid service, Amazon Web Services Inc. has made its first addition to its cloud offering....

Researchers At Amazon Propose ‘AdaMix’, An Adaptive Differentially Private Algorithm For Training Deep Neural Network Classifiers Using Both Private And Public Image Data

It is crucial to preserve privacy by restricting the amount of data that may be gathered about each training sample when training a deep...

Galileo Introduces Luna: An Evaluation Foundation Model to Catch Language Model Hallucinations with High...

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The Galileo Luna represents a significant advancement in language model evaluation. It is specifically designed to address the prevalent issue of hallucinations in large...

Yandex Introduces YaFSDP: An Open-Source AI Tool that Promises to Revolutionize LLM Training by...

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Developing large language models requires substantial investments in time and GPU resources, translating directly into high costs. The larger the model, the more pronounced...

Gretel AI Releases a New Multilingual Synthetic Financial Dataset on HuggingFace 🤗 for AI...

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Detecting personally identifiable information PII in documents involves navigating various regulations, such as the EU’s General Data Protection Regulation (GDPR) and various U.S. financial...

Snowflake AI Research Team Unveils Arctic: An Open-Source Enterprise-Grade Large Language Model (LLM) with...

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Snowflake AI Research has launched the Arctic, a cutting-edge open-source large language model (LLM) specifically designed for enterprise AI applications, setting a new standard...

Google DeepMind Releases RecurrentGemma: One of the Strongest 2B-Parameter Open Language Models Designed for...

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Language models are the backbone of modern artificial intelligence systems, enabling machines to understand and generate human-like text. These models, which process and predict...

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