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    <titleInfo>
        <title>Towards New Generation Translation Memory Systems</title>
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    <name type="personal">
        <namePart type="given">Nikola</namePart>
        <namePart type="family">Spasovski</namePart>
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            <roleTerm authority="marcrelator" type="text">author</roleTerm>
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    <name type="personal">
        <namePart type="given">Ruslan</namePart>
        <namePart type="family">Mitkov</namePart>
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        <dateIssued>2021-09</dateIssued>
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            <title>Proceedings of the Student Research Workshop Associated with RANLP 2021</title>
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        <name type="personal">
            <namePart type="given">Souhila</namePart>
            <namePart type="family">Djabri</namePart>
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                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
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        <name type="personal">
            <namePart type="given">Dinara</namePart>
            <namePart type="family">Gimadi</namePart>
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                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
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        <name type="personal">
            <namePart type="given">Tsvetomila</namePart>
            <namePart type="family">Mihaylova</namePart>
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                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
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        <name type="personal">
            <namePart type="given">Ivelina</namePart>
            <namePart type="family">Nikolova-Koleva</namePart>
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                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
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            <publisher>INCOMA Ltd.</publisher>
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                <placeTerm type="text">Online</placeTerm>
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    <abstract>Despite the enormous popularity of Translation Memory systems and the active research in the field, their language processing features still suffer from certain limitations. While many recent papers focus on semantic matching capabilities of TMs, this planned study will address how these tools perform when dealing with longer segments and whether this could be a cause of lower match scores. An experiment will be carried out on corpora from two different (repetitive) domains. Following the results, recommendations for future developments of new TMs will be made.</abstract>
    <identifier type="citekey">spasovski-mitkov-2021-towards-new</identifier>
    <location>
        <url>https://aclanthology.org/2021.ranlp-srw.25</url>
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    <part>
        <date>2021-09</date>
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            <start>180</start>
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%0 Conference Proceedings
%T Towards New Generation Translation Memory Systems
%A Spasovski, Nikola
%A Mitkov, Ruslan
%Y Djabri, Souhila
%Y Gimadi, Dinara
%Y Mihaylova, Tsvetomila
%Y Nikolova-Koleva, Ivelina
%S Proceedings of the Student Research Workshop Associated with RANLP 2021
%D 2021
%8 September
%I INCOMA Ltd.
%C Online
%F spasovski-mitkov-2021-towards-new
%X Despite the enormous popularity of Translation Memory systems and the active research in the field, their language processing features still suffer from certain limitations. While many recent papers focus on semantic matching capabilities of TMs, this planned study will address how these tools perform when dealing with longer segments and whether this could be a cause of lower match scores. An experiment will be carried out on corpora from two different (repetitive) domains. Following the results, recommendations for future developments of new TMs will be made.
%U https://aclanthology.org/2021.ranlp-srw.25
%P 180-183

Markdown (Informal)

[Towards New Generation Translation Memory Systems](https://aclanthology.org/2021.ranlp-srw.25) (Spasovski & Mitkov, RANLP 2021)

• Towards New Generation Translation Memory Systems (Spasovski & Mitkov, RANLP 2021)

ACL

• Nikola Spasovski and Ruslan Mitkov. 2021. Towards New Generation Translation Memory Systems. In Proceedings of the Student Research Workshop Associated with RANLP 2021, pages 180–183, Online. INCOMA Ltd..