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Analyzing the Effect of Linguistic Similarity on Cross-Lingual Transfer: Tasks and Input Representations Matter Apple Machine Learning Research

​Cross-lingual transfer is a popular approach to increase the amount of training data for NLP tasks in a low-resource context. However, the best strategy to decide which cross-lingual data to include is unclear. Prior research often focuses on a small set of languages from a… Read More »Analyzing the Effect of Linguistic Similarity on Cross-Lingual Transfer: Tasks and Input Representations Matter Apple Machine Learning Research

Unlocking the power of Model Context Protocol (MCP) on AWS Aditya Addepalli AWS Machine Learning Blog

​[[{“value”:” We’ve witnessed remarkable advances in model capabilities as generative AI companies have invested in developing their offerings. Language models such as Anthropic’s Claude Opus 4 & Sonnet 4, Amazon Nova, and Amazon Bedrock can reason, write, and generate responses with increasing sophistication. But even… Read More »Unlocking the power of Model Context Protocol (MCP) on AWS Aditya Addepalli AWS Machine Learning Blog

Build a scalable AI assistant to help refugees using AWS Taras Tsarenko AWS Machine Learning Blog

​[[{“value”:” This post is co-written with Taras Tsarenko, Vitalil Bozadzhy, and Vladyslav Horbatenko.  As organizations worldwide seek to use AI for social impact, the Danish humanitarian organization Bevar Ukraine has developed a comprehensive virtual generative AI-powered assistant called Victor, aimed at addressing the pressing needs… Read More »Build a scalable AI assistant to help refugees using AWS Taras Tsarenko AWS Machine Learning Blog

Enhanced diagnostics flow with LLM and Amazon Bedrock agent integration Ray Wang AWS Machine Learning Blog

​[[{“value”:” Noodoe is a global leader in EV charging innovation, offering advanced solutions that empower operators to optimize their charging station operations and provide exceptional user experiences. Their universal charging stations are compatible with all EV brands and feature intuitive payment options, including credit cards… Read More »Enhanced diagnostics flow with LLM and Amazon Bedrock agent integration Ray Wang AWS Machine Learning Blog

Prompting Whisper for Improved Verbatim Transcription and End-to-end Miscue Detection Apple Machine Learning Research

​[[{“value”:”*Equal Contributors Identifying mistakes (i.e., miscues) made while reading aloud is commonly approached post-hoc by comparing automatic speech recognition (ASR) transcriptions to the target reading text. However, post-hoc methods perform poorly when ASR inaccurately transcribes verbatim speech. To improve on current methods for reading error… Read More »Prompting Whisper for Improved Verbatim Transcription and End-to-end Miscue Detection Apple Machine Learning Research

Build GraphRAG applications using Amazon Bedrock Knowledge Bases Ruan Roloff AWS Machine Learning Blog

​[[{“value”:” In these days, it is more common to companies adopting AI-first strategy to stay competitive and more efficient. As generative AI adoption grows, the technology’s ability to solve problems is also improving (an example is the use case to generate comprehensive market report). One… Read More »Build GraphRAG applications using Amazon Bedrock Knowledge Bases Ruan Roloff AWS Machine Learning Blog