<?xml version="1.0" encoding="UTF-8"?>
<modsCollection xmlns="http://www.loc.gov/mods/v3">
<mods ID="botschen-etal-2018-frame">
    <titleInfo>
        <title>Frame- and Entity-Based Knowledge for Common-Sense Argumentative Reasoning</title>
    </titleInfo>
    <name type="personal">
        <namePart type="given">Teresa</namePart>
        <namePart type="family">Botschen</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <name type="personal">
        <namePart type="given">Daniil</namePart>
        <namePart type="family">Sorokin</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <name type="personal">
        <namePart type="given">Iryna</namePart>
        <namePart type="family">Gurevych</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <originInfo>
        <dateIssued>2018-11</dateIssued>
    </originInfo>
    <typeOfResource>text</typeOfResource>
    <relatedItem type="host">
        <titleInfo>
            <title>Proceedings of the 5th Workshop on Argument Mining</title>
        </titleInfo>
        <name type="personal">
            <namePart type="given">Noam</namePart>
            <namePart type="family">Slonim</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Ranit</namePart>
            <namePart type="family">Aharonov</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <originInfo>
            <publisher>Association for Computational Linguistics</publisher>
            <place>
                <placeTerm type="text">Brussels, Belgium</placeTerm>
            </place>
        </originInfo>
        <genre authority="marcgt">conference publication</genre>
    </relatedItem>
    <abstract>Common-sense argumentative reasoning is a challenging task that requires holistic understanding of the argumentation where external knowledge about the world is hypothesized to play a key role. We explore the idea of using event knowledge about prototypical situations from FrameNet and fact knowledge about concrete entities from Wikidata to solve the task. We find that both resources can contribute to an improvement over the non-enriched approach and point out two persisting challenges: first, integration of many annotations of the same type, and second, fusion of complementary annotations. After our explorations, we question the key role of external world knowledge with respect to the argumentative reasoning task and rather point towards a logic-based analysis of the chain of reasoning.</abstract>
    <identifier type="citekey">botschen-etal-2018-frame</identifier>
    <identifier type="doi">10.18653/v1/W18-5211</identifier>
    <location>
        <url>https://aclanthology.org/W18-5211</url>
    </location>
    <part>
        <date>2018-11</date>
        <extent unit="page">
            <start>90</start>
            <end>96</end>
        </extent>
    </part>
</mods>
</modsCollection>

%0 Conference Proceedings
%T Frame- and Entity-Based Knowledge for Common-Sense Argumentative Reasoning
%A Botschen, Teresa
%A Sorokin, Daniil
%A Gurevych, Iryna
%Y Slonim, Noam
%Y Aharonov, Ranit
%S Proceedings of the 5th Workshop on Argument Mining
%D 2018
%8 November
%I Association for Computational Linguistics
%C Brussels, Belgium
%F botschen-etal-2018-frame
%X Common-sense argumentative reasoning is a challenging task that requires holistic understanding of the argumentation where external knowledge about the world is hypothesized to play a key role. We explore the idea of using event knowledge about prototypical situations from FrameNet and fact knowledge about concrete entities from Wikidata to solve the task. We find that both resources can contribute to an improvement over the non-enriched approach and point out two persisting challenges: first, integration of many annotations of the same type, and second, fusion of complementary annotations. After our explorations, we question the key role of external world knowledge with respect to the argumentative reasoning task and rather point towards a logic-based analysis of the chain of reasoning.
%R 10.18653/v1/W18-5211
%U https://aclanthology.org/W18-5211
%U https://doi.org/10.18653/v1/W18-5211
%P 90-96

Markdown (Informal)

[Frame- and Entity-Based Knowledge for Common-Sense Argumentative Reasoning](https://aclanthology.org/W18-5211) (Botschen et al., ArgMining 2018)

• Frame- and Entity-Based Knowledge for Common-Sense Argumentative Reasoning (Botschen et al., ArgMining 2018)

ACL

• Teresa Botschen, Daniil Sorokin, and Iryna Gurevych. 2018. Frame- and Entity-Based Knowledge for Common-Sense Argumentative Reasoning. In Proceedings of the 5th Workshop on Argument Mining, pages 90–96, Brussels, Belgium. Association for Computational Linguistics.