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Evaluating Long-Context Question & Answer Systems

Eugene Yan

in 2017 , is designed to test genuine narrative comprehension rather than surface-level pattern matching. 2025) , addresses issues in earlier benchmarks, such as unrealistic tasks and inconsistent metrics, providing a framework for evaluating long-context language models. The NarrativeQA dataset , introduced by Kočiský et al.

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LLaMA Architecture: A Deep Dive into Efficiency and Mathematics

Towards AI

Last Updated on February 5, 2025 by Editorial Team Author(s): Anay Dongre Originally published on Towards AI. LLaMA Architecture: A Deep Dive into Efficiency and Mathematics In recent years, transformer-based large language models (LLMs) have revolutionized natural language processing (NLP).

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Unlocking complex problem-solving with multi-agent collaboration on Amazon Bedrock

Flipboard

Here is an example of a scenario and corresponding assertions for assertion-based benchmarking: Goals : User needs the weather conditions expected in Las Vegas for tomorrow, January 5, 2025. Assertions : User is informed about the weather forecast for Las Vegas tomorrow, January 5, 2025.

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Announcing the First Speakers for ODSC West 2025

ODSC - Open Data Science

We’re thrilled to introduce you to the leading experts and passionate data and AI practitioners who will be guiding you through an exploration of the latest in AI and data science at ODSC West 2025 this October 28th-30th! Emmanuel has worked on ML pipelines since 2017 at Instacart and Cruise.

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Announcing the First Speakers for ODSC West 2025

ODSC - Open Data Science

We’re thrilled to introduce you to the leading experts and passionate data and AI practitioners who will be guiding you through an exploration of the latest in AI and data science at ODSC West 2025 this October 28th-30th! Emmanuel has worked on ML pipelines since 2017 at Instacart and Cruise.

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Building a Text Summarizer with Transformer

Towards AI

Last Updated on March 3, 2025 by Editorial Team Author(s): SHARON ZACHARIA Originally published on Towards AI. Can machines understand human language? These questions are addressed by the field of Natural Language processing, which allows machines to mimic human comprehension and usage of natural language.

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Sutton SignWriting is a writing system for sign languages

Hacker News

Find sources: "SignWriting" – news · newspapers · books · scholar · JSTOR ( January 2025 ) ( Learn how and when to remove this message ) Sutton SignWriting , or simply SignWriting, is a writing system for sign languages. ASL GOSPEL: Gospels and Selected Scriptures Written in American Sign Language (ASL)". Retrieved July 5, 2025.