LLMbench: A Comparative Close Reading Workbench for Large Language Models
LLMbench is a browser-based workbench for the comparative close reading of large language model (LLM) outputs. Where existing tools for LLM comparison, such as Google PAIR's LLM Comparator are engineered for quantitative evaluation and user-rating metrics, LLMbench is oriented towards the hermeneutic practices of the digital humanities. Two model responses to the same prompt are side by side in annotatable panels with four analytical overlays (Probabilities for token-level log-probability inspection, Differences for word-level diff across the two panels, Tone for Hyland-style metadiscourse analysis, and Structure for sentence-level parsing with discourse connective highlighting), alongsid...
| Authors | David M. Berry |
|---|---|
| Primary category | cs.CY |
| Published | 16 April 2026 |
| Last updated at source | 16 April 2026 |
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