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| Main Authors: | , , |
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| Format: | Preprint |
| Published: |
2024
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| Subjects: | |
| Online Access: | https://arxiv.org/abs/2402.06913 |
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| _version_ | 1866914674000265216 |
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| author | Syed, Shahbaz Al-Khatib, Khalid Potthast, Martin |
| author_facet | Syed, Shahbaz Al-Khatib, Khalid Potthast, Martin |
| contents | This paper presents TL;DR Progress, a new tool for exploring the literature on neural text summarization. It organizes 514~papers based on a comprehensive annotation scheme for text summarization approaches and enables fine-grained, faceted search. Each paper was manually annotated to capture aspects such as evaluation metrics, quality dimensions, learning paradigms, challenges addressed, datasets, and document domains. In addition, a succinct indicative summary is provided for each paper, consisting of automatically extracted contextual factors, issues, and proposed solutions. The tool is available online at https://www.tldr-progress.de, a demo video at https://youtu.be/uCVRGFvXUj8 |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2402_06913 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | TL;DR Progress: Multi-faceted Literature Exploration in Text Summarization Syed, Shahbaz Al-Khatib, Khalid Potthast, Martin Computation and Language This paper presents TL;DR Progress, a new tool for exploring the literature on neural text summarization. It organizes 514~papers based on a comprehensive annotation scheme for text summarization approaches and enables fine-grained, faceted search. Each paper was manually annotated to capture aspects such as evaluation metrics, quality dimensions, learning paradigms, challenges addressed, datasets, and document domains. In addition, a succinct indicative summary is provided for each paper, consisting of automatically extracted contextual factors, issues, and proposed solutions. The tool is available online at https://www.tldr-progress.de, a demo video at https://youtu.be/uCVRGFvXUj8 |
| title | TL;DR Progress: Multi-faceted Literature Exploration in Text Summarization |
| topic | Computation and Language |
| url | https://arxiv.org/abs/2402.06913 |