Abstract: Extracting crucial information from lengthy documents can be a time-consuming and labor-intensive process. Automatic text summarization algorithms address this challenge by condensing ...
Abstract: For languages with an abundance of resources like English, Chinese, Arabic, French, etc., a number of Automatic Text Summarization (ATS) techniques have been proposed. However, researchers ...
23 built-in metrics across two evaluation stages, plus a customizable LLM-as-a-Judge for your own criteria. Use the Model Context Protocol (MCP) for structured tool access.
Fully offline document summarizer powered by a local Mistral 7B model. Designed for scientists and researchers — supports PDF, DOCX, RTF, TXT & Markdown with batch processing. GUI + CLI. No cloud, no ...