This repository serves as a curated list of academic papers focused on text summarization. It aims to provide researchers and practitioners with a comprehensive and organized collection of relevant literature, covering various aspects of summarization research.

How It Works

The repository organizes papers by sub-task (e.g., dialogue summarization, cross-lingual summarization, multi-document summarization, multimodal summarization, timeline summarization, opinion summarization, controllable summarization, and unsupervised summarization) and also includes sections for surveys and toolkits. Each entry typically links to the paper's PDF, code, and abstract, facilitating easy access to the research.

Quick Start & Requirements

This repository is a collection of links to research papers and does not require installation or specific software. Accessing the papers and code requires standard internet browsing and potentially PDF viewers and code repositories (like GitHub).

Highlighted Details

• Extensive Coverage: Encompasses a wide array of summarization sub-tasks and methodologies.
• Organized Structure: Papers are categorized for efficient navigation and discovery.
• Resource Links: Provides direct access to papers, code, and demos where available.
• Dataset Catalog: Includes a comprehensive table of summarization datasets with descriptions and associated papers.

Maintenance & Community

The repository is maintained by xcfcode. Further community contributions or discussions can be found via the repository's platform (e.g., GitHub issues or discussions).

Licensing & Compatibility

The repository itself is a collection of links and does not impose a license. However, the licensing of individual papers and linked code repositories will vary and should be checked accordingly.

Limitations & Caveats

This repository is a curated list and does not provide any implementation or tooling for summarization itself. Users must access external resources for code and implementations. The list is subject to the maintenance and update frequency of the curator.