A python interactive visualization tool for text summarization
SummVis
Interactive Visual Analysis of Models, Data, and Evaluation for Text Summarization
SummVis is an open-source visualization tool that supports fine-grained analysis of summarization models, data, and evaluation metrics. Through its lexical and semantic visualizations, SummVis enables in-depth exploration across important dimensions such as factual consistency and abstractiveness.
Authors: Jesse Vig, Wojciech Kryściński, Karan Goel, Nazneen Fatema Rajani
Salesforce Research Stanford Hazy Research
User guide
Overview
SummVis is a tool for analyzing abstractive summarization systems. It provides fine-grained insights on summarization
models, data, and evaluation metrics by visualizing the relationships between source documents, reference summaries,
and generated summaries, as illustrated in the figure below.
Interface
The SummVis interface is shown below. The example displayed is the first record from the
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