<?xml version="1.0" encoding="UTF-8"?>
<modsCollection xmlns="http://www.loc.gov/mods/v3">
<mods ID="murzaku-etal-2022-examining">
    <titleInfo>
        <title>Re-Examining FactBank: Predicting the Author’s Presentation of Factuality</title>
    </titleInfo>
    <name type="personal">
        <namePart type="given">John</namePart>
        <namePart type="family">Murzaku</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <name type="personal">
        <namePart type="given">Peter</namePart>
        <namePart type="family">Zeng</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <name type="personal">
        <namePart type="given">Magdalena</namePart>
        <namePart type="family">Markowska</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <name type="personal">
        <namePart type="given">Owen</namePart>
        <namePart type="family">Rambow</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <originInfo>
        <dateIssued>2022-10</dateIssued>
    </originInfo>
    <typeOfResource>text</typeOfResource>
    <relatedItem type="host">
        <titleInfo>
            <title>Proceedings of the 29th International Conference on Computational Linguistics</title>
        </titleInfo>
        <originInfo>
            <publisher>International Committee on Computational Linguistics</publisher>
            <place>
                <placeTerm type="text">Gyeongju, Republic of Korea</placeTerm>
            </place>
        </originInfo>
        <genre authority="marcgt">conference publication</genre>
    </relatedItem>
    <abstract>We present a corrected version of a subset of the FactBank data set. Previously published results on FactBank are no longer valid. We perform experiments on FactBank using multiple training paradigms, data smoothing techniques, and polarity classifiers. We argue that f-measure is an important alternative evaluation metric for factuality. We provide new state-of-the-art results for four corpora including FactBank. We perform an error analysis on Factbank combined with two similar corpora.</abstract>
    <identifier type="citekey">murzaku-etal-2022-examining</identifier>
    <location>
        <url>https://aclanthology.org/2022.coling-1.66</url>
    </location>
    <part>
        <date>2022-10</date>
        <extent unit="page">
            <start>786</start>
            <end>796</end>
        </extent>
    </part>
</mods>
</modsCollection>

%0 Conference Proceedings
%T Re-Examining FactBank: Predicting the Author’s Presentation of Factuality
%A Murzaku, John
%A Zeng, Peter
%A Markowska, Magdalena
%A Rambow, Owen
%S Proceedings of the 29th International Conference on Computational Linguistics
%D 2022
%8 October
%I International Committee on Computational Linguistics
%C Gyeongju, Republic of Korea
%F murzaku-etal-2022-examining
%X We present a corrected version of a subset of the FactBank data set. Previously published results on FactBank are no longer valid. We perform experiments on FactBank using multiple training paradigms, data smoothing techniques, and polarity classifiers. We argue that f-measure is an important alternative evaluation metric for factuality. We provide new state-of-the-art results for four corpora including FactBank. We perform an error analysis on Factbank combined with two similar corpora.
%U https://aclanthology.org/2022.coling-1.66
%P 786-796

Markdown (Informal)

[Re-Examining FactBank: Predicting the Author’s Presentation of Factuality](https://aclanthology.org/2022.coling-1.66) (Murzaku et al., COLING 2022)

• Re-Examining FactBank: Predicting the Author’s Presentation of Factuality (Murzaku et al., COLING 2022)

ACL

• John Murzaku, Peter Zeng, Magdalena Markowska, and Owen Rambow. 2022. Re-Examining FactBank: Predicting the Author’s Presentation of Factuality. In Proceedings of the 29th International Conference on Computational Linguistics, pages 786–796, Gyeongju, Republic of Korea. International Committee on Computational Linguistics.