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Summary Workbench: Unifying Application and Evaluation of Text Summarization Models

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arxiv 2210.09587 v1 pith:TK6Q56G3 submitted 2022-10-18 cs.CL

classification cs.CL
keywords modelsevaluationmeasuressummarizationsummarytexttoolworkbench
verification ladder T0 review T1 audit T2 compute T3 formal
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This paper presents Summary Workbench, a new tool for developing and evaluating text summarization models. New models and evaluation measures can be easily integrated as Docker-based plugins, allowing to examine the quality of their summaries against any input and to evaluate them using various evaluation measures. Visual analyses combining multiple measures provide insights into the models' strengths and weaknesses. The tool is hosted at \url{https://tldr.demo.webis.de} and also supports local deployment for private resources.

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