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DKPro Argumentation\n\n[![Maven Central](https://maven-badges.herokuapp.com/maven-central/org.dkpro.argumentation/dkpro-argumentation/badge.svg?style=flat)](http://maven-badges.herokuapp.com/maven-central/org.dkpro.argumentation/dkpro-argumentation)\n\nJava framework for demonstration purposes of working with DKPro/UIMA typesystem for argumentation annotation and argumentation mining.\n\n## Requirements\n\nJava 1.8 and higher\n\n## Installation\n\nDKPro Argumentation is available from Maven Central. For working with the UIMA type system, add the following dependencies to your `pom.xml`\n\n```\n\u003cdependency\u003e\n    \u003cgroupId\u003eorg.dkpro.argumentation\u003c/groupId\u003e\n    \u003cartifactId\u003edkpro-argumentation-types\u003c/artifactId\u003e\n    \u003cversion\u003e0.1.0\u003c/version\u003e\n\u003c/dependency\u003e\n```\n\n* Current development version: 0.2.0-SNAPSHOT\n\n## Modules\n\n### org.dkpro.argumentation.types\n\nThe UIMA type system is the central part of DKPro Argumentation. It allows one to annotate argument components and relations on top of the UIMA/DKPro framework.\n\nThe class hierarchy contains two central classes, ``ArgumentComponent`` and ``ArgumentRelation``.\n\n![DKPro-argumentation type system hierarchy](dkpro-argumentation-typesystem-draw.io.png)\n\n### IO\n\nContains ``ArgumentDumpWriter`` class that debugs all argument annotations in a document to the file/stdout.\n\n### Misc\n\nProvides classes to easily operate with argument component annotations.\n\n### Preprocessing\n\nContains several annotators for casting the problem of argument component identification as BIO tagging (i.e. ``ArgumentTokenBIOAnnotator``)\n\n### Examples\n\n#### Example project for reading annotated data\n\nas shown in\n\n\u003e Habernal, I., Eckle-Kohler, J., \u0026 Gurevych, I. (2014). Argumentation Mining on the Web from Information Seeking Perspective. In E. Cabrio, S. Villata, \u0026 A. Wyner (Eds.), Proceedings of the Workshop on Frontiers and Connections between Argumentation Theory and Natural Language Processing (pp. 26-39). Bertinoro, Italy: CEUR-WS. Retrieved from http://ceur-ws.org/Vol-1341/\n\n##### Requirements\n\n- Annotated data\n  - packaged separately, available at https://www.ukp.tu-darmstadt.de/data/argumentation-mining/argument-annotated-user-generated-web-discourse/\n\n##### How-to\n\n1. Modify paths to gold data\n  - Modify `org.dkpro.argumentation.tutorial.ArgumentationCorpusDebugger` and set the `annotatedCorpusDir` variable to point to the gold data located in `gold.data.toulmin` directory\n2. Run `ArgumentationCorpusDebugger`\n  - It will print annotated argument components, relations, and other info to the std. out\n3. Explore it further!\n  - Have a look at `org.dkpro.argumentation.io.writer.ArgumentDumpWriter` from the `org.dkpro.argumentation.io.writer` package which shows how to access the argument components, their text, tokens, sentences, etc.\n\n\n\u0026copy; 2013-2017 UKP\n\nArgumentation Mining Special Interest Group members\n\nhttps://www.ukp.tu-darmstadt.de/ukp-home/research-areas/argumentation-mining/\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdkpro%2Fdkpro-argumentation","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdkpro%2Fdkpro-argumentation","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdkpro%2Fdkpro-argumentation/lists"}