ICML

A quick guide to Amazon’s papers on ICML 2024

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A quick guide to Amazon's papers on ICML 2024

Amazon’s papers on International Conference on Machine Learning (ICML) Lean – as the conference as a whole – against the theoretical. Although some papers deal with important applications for Amazon, such as anomaly detection and automatic speech recognition, they are most concerned with more-general items related to machine learning, such as responsible AI and transfer … Read more

Improving LLM -Fores with Better Data Organization

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Improving LLM -Fores with Better Data Organization

The documents used to train a large language model (LLM) are typically linked to forming a single “super document”, which is then divided into sequences, as the model’s context length. This improves exercise efficiency, but often results in unnecessary trunkings where individual documents are divided across successive sequences. Related content Coherent parameter handling and prior … Read more