<?xml version="1.0" encoding="UTF-8"?>
<modsCollection xmlns="http://www.loc.gov/mods/v3">
<mods ID="jurgens-2021-learning">
    <titleInfo>
        <title>Learning PyTorch Through A Neural Dependency Parsing Exercise</title>
    </titleInfo>
    <name type="personal">
        <namePart type="given">David</namePart>
        <namePart type="family">Jurgens</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <originInfo>
        <dateIssued>2021-06</dateIssued>
    </originInfo>
    <typeOfResource>text</typeOfResource>
    <relatedItem type="host">
        <titleInfo>
            <title>Proceedings of the Fifth Workshop on Teaching NLP</title>
        </titleInfo>
        <name type="personal">
            <namePart type="given">David</namePart>
            <namePart type="family">Jurgens</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Varada</namePart>
            <namePart type="family">Kolhatkar</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Lucy</namePart>
            <namePart type="family">Li</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Margot</namePart>
            <namePart type="family">Mieskes</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Ted</namePart>
            <namePart type="family">Pedersen</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <originInfo>
            <publisher>Association for Computational Linguistics</publisher>
            <place>
                <placeTerm type="text">Online</placeTerm>
            </place>
        </originInfo>
        <genre authority="marcgt">conference publication</genre>
    </relatedItem>
    <abstract>Dependency parsing is increasingly the popular parsing formalism in practice. This assignment provides a practice exercise in implementing the shift-reduce dependency parser of Chen and Manning (2014). This parser is a two-layer feed-forward neural network, which students implement in PyTorch, providing practice in developing deep learning models and exposure to developing parser models.</abstract>
    <identifier type="citekey">jurgens-2021-learning</identifier>
    <identifier type="doi">10.18653/v1/2021.teachingnlp-1.10</identifier>
    <location>
        <url>https://aclanthology.org/2021.teachingnlp-1.10</url>
    </location>
    <part>
        <date>2021-06</date>
        <extent unit="page">
            <start>62</start>
            <end>64</end>
        </extent>
    </part>
</mods>
</modsCollection>

%0 Conference Proceedings
%T Learning PyTorch Through A Neural Dependency Parsing Exercise
%A Jurgens, David
%Y Jurgens, David
%Y Kolhatkar, Varada
%Y Li, Lucy
%Y Mieskes, Margot
%Y Pedersen, Ted
%S Proceedings of the Fifth Workshop on Teaching NLP
%D 2021
%8 June
%I Association for Computational Linguistics
%C Online
%F jurgens-2021-learning
%X Dependency parsing is increasingly the popular parsing formalism in practice. This assignment provides a practice exercise in implementing the shift-reduce dependency parser of Chen and Manning (2014). This parser is a two-layer feed-forward neural network, which students implement in PyTorch, providing practice in developing deep learning models and exposure to developing parser models.
%R 10.18653/v1/2021.teachingnlp-1.10
%U https://aclanthology.org/2021.teachingnlp-1.10
%U https://doi.org/10.18653/v1/2021.teachingnlp-1.10
%P 62-64

Markdown (Informal)

[Learning PyTorch Through A Neural Dependency Parsing Exercise](https://aclanthology.org/2021.teachingnlp-1.10) (Jurgens, TeachingNLP 2021)

• Learning PyTorch Through A Neural Dependency Parsing Exercise (Jurgens, TeachingNLP 2021)

ACL

• David Jurgens. 2021. Learning PyTorch Through A Neural Dependency Parsing Exercise. In Proceedings of the Fifth Workshop on Teaching NLP, pages 62–64, Online. Association for Computational Linguistics.