Beyond Text Compression: Evaluating Tokenizers Across Scales
Tokenizer design significantly impacts language model performance, yet evaluating tokenizer quality remains challenging. While text compression ...
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Where To Start When Evaluating A Business Idea
Figure out if your new business idea is worth pursuing If you’ve got a business idea, ...
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Evaluating RAG Pipelines
Evaluation of a RAG pipeline is challenging because it has many components. Each stage, from retrieval ...
Read moreDo Large Language Models Have an English Accent? Evaluating and Improving the Naturalness of Multilingual LLMs
Current Large Language Models (LLMs) are predominantly designed with English as the primary language, and even ...
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Rurality Matters in Evaluating Transfer Outcomes (opinion)
Transfer enrollment rose by 4.4 percent this year, according to recent data from the National Student Clearinghouse ...
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FACTS Grounding: A new benchmark for evaluating the factuality of large language models
Responsibility & Safety Published 17 December 2024 Authors FACTS team Our comprehensive benchmark and online leaderboard ...
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Evaluating potential cybersecurity threats of advanced AI
Artificial intelligence (AI) has long been a cornerstone of cybersecurity. From malware detection to network traffic ...
Read moreFundamental Challenges in Evaluating Text2SQL Solutions and Detecting Their Limitations
In this work, we dive into the fundamental challenges of evaluating Text2SQL solutions and highlight potential ...
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