. . . . "webpage" . . . . " New paper alert! 🚨 We've been exploring the impact of context on LLM performance evaluation. Turns out, evaluating models on individual examples might not tell the whole story. #MachineLearning #AI\n\n Our findings suggest that batch evaluation allows models to identify patterns and tendencies, leading to more nuanced assessments. Plus, a two-step decision process (analysis + scoring) shows promising results. Exciting times for ML eval! 📊🧠\n\n To learn more, check out the paper: https://arvix.org/abs/2207.15796\n\n" . "AI" . "LLM" . "MachineLearning" . "batch-evaluation" . "performance-evaluation" . "two-step-decision-process" . . . . . . . . . . . "RSA" . "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEArHtI92jm8pAYVsvJabxLGfOT+7G0JyJGh2gwjB5x2pFPga6wWTd+rNBWWUZViIFnaJrBEsJpgdnoupLU9ppwn+khMiGRfxqGsDDzwHcj3Jc75CRys7d3etwXdBdoXfBgjsJiZBazwm13idr6tljRrC1TaEJBnRQAqzBw9cLDeGY77cSznzXT39feUGT168dpCSE9O6u/48DvvWVqciHGsH9cQ+LroJJVsMrorwtsdZnAK+q48wtIP6pIpw5shSJ5LnA0qeN/f4TvTFDV6ItYIXjiWWpTECc/Bxmfnyat3B5xWCu9nvz8fEs7Ns0TuzQwT3/K55iSKDEIi/E0nO97xwIDAQAB" . "UfNKMSMxjJF6FmekyAFM3JrDGaiwLMq8OK0b3TsssKDHOlONBvYOzIWsO+Q5sDE3EGKMNcf0L9RvIgAwkaOJd4jgM4DgISHMEE7mOdJJ8+ogj3qea5jjPDXjwPAaUC1v51Hzc7v40LKALWGD3uJEyorHVpAL1z8FO9DlrLbu9sYzQ9zUHxvnRl0fJKGXkzzT1Z5ODlEs5c5/oq2L8LtKlDg5NSW/o2+5ELcKUDXF9cB2qGy8mymmlFXId4D4Q2BuE52/YtOLdRCJQhiEJaC9ZEw8NBUmDILw3NmKj7kOaU9BZzhQkWfc415rNBJSbXxwj6uM5JQIxTX6zUcwTEa9Sw==" . . . . "2024-09-27T15:38:26.351Z"^^ . . . . . "CoSMO Semantic Post" . "0x5b9967FC42C160f6146d5ea1f0d08E88370f370b" . "Quinn Zhang, PhD" .