Tag: LLM evaluation
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LATTICE: Benchmarking Crypto Agents for Decision Support
Discover LATTICE, a new benchmark evaluating crypto agents' decision support across six dimensions and 16 tasks using scalable AI-driven scoring.
AdaRubric: Dynamic Task-Adaptive Rubrics for LLM Evaluation
Discover AdaRubric, a dynamic rubric system that adapts to tasks for accurate evaluation and improved training of LLM agents across diverse benchmarks.
Evaluating Large Language Models for Virtual Survey Responses
Explore how large language models generate sociodemographic survey data using Partial and Full Attribute Simulations for efficient social research.
Limits of Automated Evaluation for Code Review Bots
Explore the challenges and limitations of automated evaluation methods for code review bots in real-world software development settings.
Peer Identity Bias in Multi-Agent LLMs: Key Findings
Explore how peer identity bias affects multi-agent LLM evaluations using the TRUST pipeline and why full anonymization is crucial.