Perspectives - Interactive Document Clustering in the Discourse Analysis Tool Suite

Research Summary

Contribution Summary

• This paper introduces Perspectives, an interactive extension of the Discourse Analysis Tool Suite designed to empower Digital Humanities (DH) scholars to explore and organize large, unstructured document collections.
• Perspectives implements a flexible, aspect-focused document clustering pipeline with human-in-the-loop refinement capabilities.
• We showcase how this process can be initially steered by defining analytical lenses through document rewriting prompts and instruction-based embeddings, and further aligned with user intent through tools for refining clusters and mechanisms

Why It Matters For Eval

• This paper introduces Perspectives, an interactive extension of the Discourse Analysis Tool Suite designed to empower Digital Humanities (DH) scholars to explore and organize large, unstructured document collections.
• Perspectives implements a flexible, aspect-focused document clustering pipeline with human-in-the-loop refinement capabilities.

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