<?xml version="1.0" encoding="UTF-8"?>
<modsCollection xmlns="http://www.loc.gov/mods/v3">
<mods ID="prajapati-etal-2021-irlab">
    <titleInfo>
        <title>IRLAB-DAIICT@DravidianLangTech-EACL2021: Neural Machine Translation</title>
    </titleInfo>
    <name type="personal">
        <namePart type="given">Raj</namePart>
        <namePart type="family">Prajapati</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <name type="personal">
        <namePart type="given">Vedant</namePart>
        <namePart type="given">Vijay</namePart>
        <namePart type="family">Parikh</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <name type="personal">
        <namePart type="given">Prasenjit</namePart>
        <namePart type="family">Majumder</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <originInfo>
        <dateIssued>2021-04</dateIssued>
    </originInfo>
    <typeOfResource>text</typeOfResource>
    <relatedItem type="host">
        <titleInfo>
            <title>Proceedings of the First Workshop on Speech and Language Technologies for Dravidian Languages</title>
        </titleInfo>
        <name type="personal">
            <namePart type="given">Bharathi</namePart>
            <namePart type="given">Raja</namePart>
            <namePart type="family">Chakravarthi</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Ruba</namePart>
            <namePart type="family">Priyadharshini</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Anand</namePart>
            <namePart type="family">Kumar M</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Parameswari</namePart>
            <namePart type="family">Krishnamurthy</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Elizabeth</namePart>
            <namePart type="family">Sherly</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <originInfo>
            <publisher>Association for Computational Linguistics</publisher>
            <place>
                <placeTerm type="text">Kyiv</placeTerm>
            </place>
        </originInfo>
        <genre authority="marcgt">conference publication</genre>
    </relatedItem>
    <abstract>This paper describes our team’s submission of the EACL DravidianLangTech-2021’s shared task on Machine Translation of Dravidian languages. We submitted our translations for English to Malayalam , Tamil , Telugu and also Tamil-Telugu language pairs. The submissions mainly focus on having adequate amount of data backed up by good preprocessing of it to produce quality translations,which includes some custom made rules to remove unnecessary sentences. We conducted several experiments on these models by tweaking the architecture,Byte Pair Encoding (BPE) and other hyperparameters.</abstract>
    <identifier type="citekey">prajapati-etal-2021-irlab</identifier>
    <location>
        <url>https://aclanthology.org/2021.dravidianlangtech-1.36</url>
    </location>
    <part>
        <date>2021-04</date>
        <extent unit="page">
            <start>262</start>
            <end>265</end>
        </extent>
    </part>
</mods>
</modsCollection>

%0 Conference Proceedings
%T IRLAB-DAIICT@DravidianLangTech-EACL2021: Neural Machine Translation
%A Prajapati, Raj
%A Parikh, Vedant Vijay
%A Majumder, Prasenjit
%Y Chakravarthi, Bharathi Raja
%Y Priyadharshini, Ruba
%Y Kumar M, Anand
%Y Krishnamurthy, Parameswari
%Y Sherly, Elizabeth
%S Proceedings of the First Workshop on Speech and Language Technologies for Dravidian Languages
%D 2021
%8 April
%I Association for Computational Linguistics
%C Kyiv
%F prajapati-etal-2021-irlab
%X This paper describes our team’s submission of the EACL DravidianLangTech-2021’s shared task on Machine Translation of Dravidian languages. We submitted our translations for English to Malayalam , Tamil , Telugu and also Tamil-Telugu language pairs. The submissions mainly focus on having adequate amount of data backed up by good preprocessing of it to produce quality translations,which includes some custom made rules to remove unnecessary sentences. We conducted several experiments on these models by tweaking the architecture,Byte Pair Encoding (BPE) and other hyperparameters.
%U https://aclanthology.org/2021.dravidianlangtech-1.36
%P 262-265

Markdown (Informal)

[IRLAB-DAIICT@DravidianLangTech-EACL2021: Neural Machine Translation](https://aclanthology.org/2021.dravidianlangtech-1.36) (Prajapati et al., DravidianLangTech 2021)

• IRLAB-DAIICT@DravidianLangTech-EACL2021: Neural Machine Translation (Prajapati et al., DravidianLangTech 2021)

ACL

• Raj Prajapati, Vedant Vijay Parikh, and Prasenjit Majumder. 2021. IRLAB-DAIICT@DravidianLangTech-EACL2021: Neural Machine Translation. In Proceedings of the First Workshop on Speech and Language Technologies for Dravidian Languages, pages 262–265, Kyiv. Association for Computational Linguistics.