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Event- and Fact-based Knowledge for Common-Sense Argumentative Reasoning

This is an accompanying repository for our submission. It contains the code to replicate the experiments and train the models descirbed in the paper.

This repository contains experimental software and is published for the sole purpose of giving additional background details on the respective publication.

Please use the following citation:

@inproceedings{W18-5211,
    title = {Frame- and Entity-Based Knowledge for Common-Sense Argumentative Reasoning},
    author = {Botschen, Teresa and Sorokin, Daniil and Gurevych, Iryna},
    publisher = {Association for Computational Linguistics},
    booktitle = {Proceedings of the 5th Workshop on Argument Mining},
    pages = {90–96},
    month = nov,
    year = {2018},
    location = {Brussels, Belgium }
}

Please, refer to the paper for more the model description and training details

Contacts:

If you have any questions regarding the code, please, don't hesitate to contact the authors or report an issue.

Project structure:

semanticparsing/basemodelBaseline model and training/evaluation scripts
semanticparsing/framenetLoading FrameNet annotations and embeddings
semanticparsing/wikidataLoading Wikidata annotations and embeddings

License:

  • Apache License Version 2.0

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Accompanying code for our paper "Frame- and Entity-Based Knowledge for Common-Sense Argumentative Reasoning" at the 5th Workshop on Argument Mining @ EMNLP 2018.

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