%0 Journal Article %1 Syed2021-uy %A Syed, Shahbaz %A Yousef, Tariq %A Al-Khatib, Khalid %A Jänicke, Stefan %A Potthast, Martin %D 2021 %I arXiv %K %T Summary Explorer: Visualizing the state of the art in text summarization %X This paper introduces Summary Explorer, a new tool to support the manual inspection of text summarization systems by compiling the outputs of 55~state-of-the-art single document summarization approaches on three benchmark datasets, and visually exploring them during a qualitative assessment. The underlying design of the tool considers three well-known summary quality criteria (coverage, faithfulness, and position bias), encapsulated in a guided assessment based on tailored visualizations. The tool complements existing approaches for locally debugging summarization models and improves upon them. The tool is available at https://tldr.webis.de/

@article{Syed2021-uy, abstract = {This paper introduces Summary Explorer, a new tool to support the manual inspection of text summarization systems by compiling the outputs of 55~state-of-the-art single document summarization approaches on three benchmark datasets, and visually exploring them during a qualitative assessment. The underlying design of the tool considers three well-known summary quality criteria (coverage, faithfulness, and position bias), encapsulated in a guided assessment based on tailored visualizations. The tool complements existing approaches for locally debugging summarization models and improves upon them. The tool is available at https://tldr.webis.de/}, added-at = {2024-09-10T11:56:37.000+0200}, author = {Syed, Shahbaz and Yousef, Tariq and Al-Khatib, Khalid and J{\"a}nicke, Stefan and Potthast, Martin}, biburl = {https://puma.scadsai.uni-leipzig.de/bibtex/272fa2d68cd893d81d0964feb40589361/scadsfct}, interhash = {6a1f61208a70605aa7f2575211b2e80f}, intrahash = {72fa2d68cd893d81d0964feb40589361}, keywords = {}, publisher = {arXiv}, timestamp = {2024-09-10T15:15:57.000+0200}, title = {Summary Explorer: Visualizing the state of the art in text summarization}, year = 2021 }