LitVISTA benchmark shows frontier LLMs fail to jointly capture narrative function and structure in literary texts, with errors dominated by anchor identification.
Lisa Zunshine
2 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
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2026 2verdicts
UNVERDICTED 2representative citing papers
FocalLens is a new visualization system that captures focalization to display character perceptions, direct/indirect involvement, and narration in narratives, evaluated qualitatively with writers and scholars.
citing papers explorer
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LitVISTA: A Benchmark for Narrative Orchestration in Literary Text
LitVISTA benchmark shows frontier LLMs fail to jointly capture narrative function and structure in literary texts, with errors dominated by anchor identification.
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FocalLens: Visualizing Narratives through Focalization
FocalLens is a new visualization system that captures focalization to display character perceptions, direct/indirect involvement, and narration in narratives, evaluated qualitatively with writers and scholars.