Abstract
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, describing contextual factors, issues, and proposed solutions. The tool is available at {url{https://www.tldr-progress.de}}, a demo video at {url{https://youtu.be/uCVRGFvXUj8}}- Anthology ID:
- 2024.eacl-demo.21
- Volume:
- Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations
- Month:
- March
- Year:
- 2024
- Address:
- St. Julians, Malta
- Editors:
- Nikolaos Aletras, Orphee De Clercq
- Venue:
- EACL
- SIG:
- Publisher:
- Association for Computational Linguistics
- Note:
- Pages:
- 195–206
- Language:
- URL:
- https://aclanthology.org/2024.eacl-demo.21
- DOI:
- Cite (ACL):
- Shahbaz Syed, Khalid Al Khatib, and Martin Potthast. 2024. TL;DR Progress: Multi-faceted Literature Exploration in Text Summarization. In Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations, pages 195–206, St. Julians, Malta. Association for Computational Linguistics.
- Cite (Informal):
- TL;DR Progress: Multi-faceted Literature Exploration in Text Summarization (Syed et al., EACL 2024)
- PDF:
- https://preview.aclanthology.org/emnlp-22-attachments/2024.eacl-demo.21.pdf