Robuta

https://liner.com/review/are-llmjudges-robust-to-expressions-uncertainty-investigating-effect-epistemic-markers Are LLM-Judges Robust to Expressions of Uncertainty? Investigating the effect of Epistemic Markers... Regarding this NAACL 2024 paper, this review summarizes LLM-judges' robustness to epistemic markers using EMBER, revealing biases against uncertainty. llm judges the effect robust expressions uncertainty https://mlflow.org/blog/custom-llm-judges-make-judge/ Beyond Manually Crafted LLM Judges: Automate Building Domain-Specific Evaluators with MLflow |... Sep 15, 2025 - How to easily create custom evaluators that understand the semantics of your domain and automatically align with human experts llm judges beyond manually crafted automate https://www.databricks.com/blog/databricks-announces-significant-improvements-built-llm-judges-agent-evaluation Databricks announces significant improvements to the built-in LLM judges in Agent Evaluation |... significant improvements to the built in llm judges agent evaluation https://arxiv.org/abs/2412.09569v2 [2412.09569v2] JuStRank: Benchmarking LLM Judges for System Ranking Abstract page for arXiv paper 2412.09569v2: JuStRank: Benchmarking LLM Judges for System Ranking llm judges benchmarking system ranking