<?xml version="1.0" encoding="UTF-8"?>
<modsCollection xmlns="http://www.loc.gov/mods/v3">
<mods ID="bear-cook-2021-cross">
    <titleInfo>
        <title>Cross-Lingual Wolastoqey-English Definition Modelling</title>
    </titleInfo>
    <name type="personal">
        <namePart type="given">Diego</namePart>
        <namePart type="family">Bear</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <name type="personal">
        <namePart type="given">Paul</namePart>
        <namePart type="family">Cook</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <originInfo>
        <dateIssued>2021-09</dateIssued>
    </originInfo>
    <typeOfResource>text</typeOfResource>
    <relatedItem type="host">
        <titleInfo>
            <title>Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021)</title>
        </titleInfo>
        <name type="personal">
            <namePart type="given">Ruslan</namePart>
            <namePart type="family">Mitkov</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Galia</namePart>
            <namePart type="family">Angelova</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <originInfo>
            <publisher>INCOMA Ltd.</publisher>
            <place>
                <placeTerm type="text">Held Online</placeTerm>
            </place>
        </originInfo>
        <genre authority="marcgt">conference publication</genre>
    </relatedItem>
    <abstract>Definition modelling is the task of automatically generating a dictionary-style definition given a target word. In this paper, we consider cross-lingual definition generation. Specifically, we generate English definitions for Wolastoqey (Malecite-Passamaquoddy) words. Wolastoqey is an endangered, low-resource polysynthetic language. We hypothesize that sub-word representations based on byte pair encoding (Sennrich et al., 2016) can be leveraged to represent morphologically-complex Wolastoqey words and overcome the challenge of not having large corpora available for training. Our experimental results demonstrate that this approach outperforms baseline methods in terms of BLEU score. </abstract>
    <identifier type="citekey">bear-cook-2021-cross</identifier>
    <location>
        <url>https://aclanthology.org/2021.ranlp-1.17/</url>
    </location>
    <part>
        <date>2021-09</date>
        <extent unit="page">
            <start>138</start>
            <end>146</end>
        </extent>
    </part>
</mods>
</modsCollection>

%0 Conference Proceedings
%T Cross-Lingual Wolastoqey-English Definition Modelling
%A Bear, Diego
%A Cook, Paul
%Y Mitkov, Ruslan
%Y Angelova, Galia
%S Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021)
%D 2021
%8 September
%I INCOMA Ltd.
%C Held Online
%F bear-cook-2021-cross
%X Definition modelling is the task of automatically generating a dictionary-style definition given a target word. In this paper, we consider cross-lingual definition generation. Specifically, we generate English definitions for Wolastoqey (Malecite-Passamaquoddy) words. Wolastoqey is an endangered, low-resource polysynthetic language. We hypothesize that sub-word representations based on byte pair encoding (Sennrich et al., 2016) can be leveraged to represent morphologically-complex Wolastoqey words and overcome the challenge of not having large corpora available for training. Our experimental results demonstrate that this approach outperforms baseline methods in terms of BLEU score. 
%U https://aclanthology.org/2021.ranlp-1.17/
%P 138-146

Markdown (Informal)

[Cross-Lingual Wolastoqey-English Definition Modelling](https://aclanthology.org/2021.ranlp-1.17/) (Bear & Cook, RANLP 2021)

• Cross-Lingual Wolastoqey-English Definition Modelling (Bear & Cook, RANLP 2021)

ACL

• Diego Bear and Paul Cook. 2021. Cross-Lingual Wolastoqey-English Definition Modelling. In Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), pages 138–146, Held Online. INCOMA Ltd..