An Empirical Evaluation of doc2vec with Practical Insights into Document Embedding Generation

Jey Han Lau; Timothy Baldwin

doi:10.18653/v1/W16-1609

An Empirical Evaluation of doc2vec with Practical Insights into Document Embedding Generation

Correct Metadata for

Important: The Anthology treat PDFs as authoritative. Please use this form only to correct data that is out of line with the PDF. See our corrections guidelines if you need to change the PDF.

Title Adjust the title. Retain tags such as <fixed-case>.

Authors Adjust author names and order to match the PDF.

Abstract Correct abstract if needed. Retain XML formatting tags such as <tex-math>.

Verification against PDF Ensure that the new title/authors match the snapshot below. (If there is no snapshot or it is too small, consult the PDF.)

Authors concatenated from the text boxes above:

ALL author names match the snapshot above—including middle initials, hyphens, and accents.

Anthology ID:: W16-1609
Volume:: Proceedings of the 1st Workshop on Representation Learning for NLP
Month:: August
Year:: 2016
Address:: Berlin, Germany
Editors:: Phil Blunsom, Kyunghyun Cho, Shay Cohen, Edward Grefenstette, Karl Moritz Hermann, Laura Rimell, Jason Weston, Scott Wen-tau Yih
Venue:: RepL4NLP
SIG:: SIGREP
Publisher:: Association for Computational Linguistics
Note:
Pages:: 78–86
Language:
URL:: https://aclanthology.org/W16-1609/
DOI:: 10.18653/v1/W16-1609
Bibkey:
Cite (ACL):: Jey Han Lau and Timothy Baldwin. 2016. An Empirical Evaluation of doc2vec with Practical Insights into Document Embedding Generation. In Proceedings of the 1st Workshop on Representation Learning for NLP, pages 78–86, Berlin, Germany. Association for Computational Linguistics.
Cite (Informal):: An Empirical Evaluation of doc2vec with Practical Insights into Document Embedding Generation (Lau & Baldwin, RepL4NLP 2016)
Copy Citation:
PDF:: https://aclanthology.org/W16-1609.pdf

PDF Cite Search Fix data

Export citation

BibTeX
MODS XML
Endnote
Preformatted

@inproceedings{lau-baldwin-2016-empirical,
    title = "An Empirical Evaluation of doc2vec with Practical Insights into Document Embedding Generation",
    author = "Lau, Jey Han  and
      Baldwin, Timothy",
    editor = "Blunsom, Phil  and
      Cho, Kyunghyun  and
      Cohen, Shay  and
      Grefenstette, Edward  and
      Hermann, Karl Moritz  and
      Rimell, Laura  and
      Weston, Jason  and
      Yih, Scott Wen-tau",
    booktitle = "Proceedings of the 1st Workshop on Representation Learning for {NLP}",
    month = aug,
    year = "2016",
    address = "Berlin, Germany",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/W16-1609/",
    doi = "10.18653/v1/W16-1609",
    pages = "78--86"
}

Download as File

<?xml version="1.0" encoding="UTF-8"?>
<modsCollection xmlns="http://www.loc.gov/mods/v3">
<mods ID="lau-baldwin-2016-empirical">
    <titleInfo>
        <title>An Empirical Evaluation of doc2vec with Practical Insights into Document Embedding Generation</title>
    </titleInfo>
    <name type="personal">
        <namePart type="given">Jey</namePart>
        <namePart type="given">Han</namePart>
        <namePart type="family">Lau</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <name type="personal">
        <namePart type="given">Timothy</namePart>
        <namePart type="family">Baldwin</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <originInfo>
        <dateIssued>2016-08</dateIssued>
    </originInfo>
    <typeOfResource>text</typeOfResource>
    <relatedItem type="host">
        <titleInfo>
            <title>Proceedings of the 1st Workshop on Representation Learning for NLP</title>
        </titleInfo>
        <name type="personal">
            <namePart type="given">Phil</namePart>
            <namePart type="family">Blunsom</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Kyunghyun</namePart>
            <namePart type="family">Cho</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Shay</namePart>
            <namePart type="family">Cohen</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Edward</namePart>
            <namePart type="family">Grefenstette</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Karl</namePart>
            <namePart type="given">Moritz</namePart>
            <namePart type="family">Hermann</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Laura</namePart>
            <namePart type="family">Rimell</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Jason</namePart>
            <namePart type="family">Weston</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Scott</namePart>
            <namePart type="given">Wen-tau</namePart>
            <namePart type="family">Yih</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <originInfo>
            <publisher>Association for Computational Linguistics</publisher>
            <place>
                <placeTerm type="text">Berlin, Germany</placeTerm>
            </place>
        </originInfo>
        <genre authority="marcgt">conference publication</genre>
    </relatedItem>
    <identifier type="citekey">lau-baldwin-2016-empirical</identifier>
    <identifier type="doi">10.18653/v1/W16-1609</identifier>
    <location>
        <url>https://aclanthology.org/W16-1609/</url>
    </location>
    <part>
        <date>2016-08</date>
        <extent unit="page">
            <start>78</start>
            <end>86</end>
        </extent>
    </part>
</mods>
</modsCollection>

Download as File

%0 Conference Proceedings
%T An Empirical Evaluation of doc2vec with Practical Insights into Document Embedding Generation
%A Lau, Jey Han
%A Baldwin, Timothy
%Y Blunsom, Phil
%Y Cho, Kyunghyun
%Y Cohen, Shay
%Y Grefenstette, Edward
%Y Hermann, Karl Moritz
%Y Rimell, Laura
%Y Weston, Jason
%Y Yih, Scott Wen-tau
%S Proceedings of the 1st Workshop on Representation Learning for NLP
%D 2016
%8 August
%I Association for Computational Linguistics
%C Berlin, Germany
%F lau-baldwin-2016-empirical
%R 10.18653/v1/W16-1609
%U https://aclanthology.org/W16-1609/
%U https://doi.org/10.18653/v1/W16-1609
%P 78-86

Download as File

Markdown (Informal)

[An Empirical Evaluation of doc2vec with Practical Insights into Document Embedding Generation](https://aclanthology.org/W16-1609/) (Lau & Baldwin, RepL4NLP 2016)

An Empirical Evaluation of doc2vec with Practical Insights into Document Embedding Generation (Lau & Baldwin, RepL4NLP 2016)

ACL

Jey Han Lau and Timothy Baldwin. 2016. An Empirical Evaluation of doc2vec with Practical Insights into Document Embedding Generation. In Proceedings of the 1st Workshop on Representation Learning for NLP, pages 78–86, Berlin, Germany. Association for Computational Linguistics.