papers.html

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title: Publications
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<h3>Papers</h3>

<p>
    My full list of papers is
    <a href="https://scholar.google.com/citations?user=LIjnUGgAAAAJ&hl=en"
        >here</a
    >.
</p>
<table>
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        <td style="padding: 10px">
            <a class="paper" href="{{paper.pdf}}"> {{paper.title}} </a><br />
            {{paper.authors}}.<br />
            {{paper.conference}} <br />

            <br />
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</table>

<h3>PhD Publications</h3>

<div class="paper-section">
    <a class="paper" href="alignment.pdf">
        A Constrained Viterbi Relaxation for Bidirectional Word Alignment. </a
    ><br />
    <a class="name" href="http://people.csail.mit.edu/yinwen/">Yin-Wen Chang</a
    >,
    <a class="name" href="http://people.seas.harvard.edu/~srush/"
        >Alexander M. Rush</a
    >, <a class="name" href="http://www.denero.org/">John DeNero</a>, and
    <a class="name" href="http://www.cs.columbia.edu/~mcollins/"
        >Michael Collins</a
    >.<br />
    Proceedings of ACL 2014. <br /><a
        class="icon pdf label label-info"
        href="alignment.pdf"
        >pdf</a
    >
    <a class="icon slides label label-success" href="slides_alignment.pdf"
        >slides</a
    >
</div>

<div class="paper-section">
    <a class="paper" href="emnlp2012.pdf">
        Optimal Beam Search for Machine Translation </a
    ><br />
    <a class="name" href="http://people.seas.harvard.edu/~srush/"
        >Alexander M. Rush</a
    >,
    <a class="name" href="http://people.csail.mit.edu/yinwen/">Yin-Wen Chang</a
    >, and
    <a class="name" href="http://www.cs.columbia.edu/~mcollins/"
        >Michael Collins</a
    >.<br />
    Proceedings of EMNLP 2013. <br /><a
        class="icon pdf label label-info"
        href="optbeam.pdf"
        >pdf</a
    >
    <a
        class="icon slides label label-success"
        href="slides_beamsearch_emnlp.pdf"
        >slides</a
    >
</div>

<div class="paper-section">
    <a
        class="paper"
        href="http://www.cs.columbia.edu/~stratos/research/conll13rhmm.pdf"
        >Spectral Learning of Refinement HMMs</a
    >.<br />
    <a
        class="name"
        href="http://www.cs.columbia.edu/~stratos/research/research.html"
    >
        Karl Stratos</a
    >,
    <a class="name" href="http://people.seas.harvard.edu/~srush/"
        >Alexander M. Rush</a
    >,
    <a class="name" href="http://www.cs.columbia.edu/~scohen/"> Shay B. Cohen</a
    >, and
    <a class="name" href="http://www.cs.columbia.edu/~mcollins/"
        >Michael Collins</a
    >.
    <br />
    Proceedings of CoNLL 2013. <br />
    <a
        class="icon pdf label label-info"
        href="http://www.cs.columbia.edu/~stratos/research/conll13rhmm.pdf"
        >pdf</a
    >
    &nbsp;
</div>

<div class="paper-section">
    <a class="paper" href="emnlp2012.pdf">
        Improved Parsing and POS Tagging Using Inter-Sentence Consistency
        Constraints </a
    ><br />
    <a class="name" href="http://people.seas.harvard.edu/~srush/"
        >Alexander M. Rush</a
    >, <a class="name" href="http://www.cs.huji.ac.il/~roiri/">Roi Reichert</a>,
    <a class="name" href="http://www.cs.columbia.edu/~mcollins/"
        >Michael Collins</a
    >, and
    <a class="name" href="http://www.cs.huji.ac.il/~gamir/">Amir Globerson</a
    >.<br />
    Proceedings of EMNLP 2012. <br />
    <a class="icon pdf label label-info" href="emnlp2012.pdf">pdf</a> &nbsp;
</div>

<div class="paper-section">
    <a class="paper" href="vine-paper.pdf">
        Vine Pruning for Efficient Multi-Pass Dependency Parsing</a
    >. <br />
    <a class="name" href="http://people.seas.harvard.edu/~srush/"
        >Alexander M. Rush</a
    >
    and <a class="name" href="http://www.petrovi.de/">Slav Petrov</a>. <br />
    Proceedings of NAACL 2012. <br />
    <b> Best Paper Award </b> <br />
    <a class="icon pdf label label-info" href="vine-paper.pdf">pdf</a>
    <a class="icon slides label label-success" href="naacl_slides.pdf"
        >slides</a
    >
</div>

<div class="paper-section">
    <a
        class="paper"
        href="http://www.cs.columbia.edu/~mcollins/acltutorial.pdf"
    >
        A Tutorial on Dual Decomposition and Lagrangian Relaxation for Inference
        in Natural Language Processing</a
    >. <br />
    <a class="name" href="http://people.seas.harvard.edu/~srush/"
        >Alexander M. Rush</a
    >
    and
    <a class="name" href="http://www.cs.columbia.edu/~mcollins/"
        >Michael Collins</a
    >.<br />
    Tutorial at NIPS 2011.
    <a class="icon slides label label-success" href="nips_slides.pdf">slides</a>
    Tutorial at ACL 2011.
    <a class="icon slides label label-success" href="dual_decomp_tutorial.pdf"
        >slides</a
    >
    <a
        class="icon pdf label label-info"
        href="http://www.cs.columbia.edu/~mcollins/acltutorial.pdf"
    >
        pdf</a
    >
</div>

<div class="paper-section">
    <a class="paper" href="http://people.seas.harvard.edu/~srush/exdecmt.pdf"
        >Exact Decoding of Syntactic Translation Models through Lagrangian
        Relaxation</a
    >. <br />
    <a class="name" href="http://people.seas.harvard.edu/~srush/"
        >Alexander M. Rush</a
    >
    and
    <a class="name" href="http://www.cs.columbia.edu/~mcollins/"
        >Michael Collins</a
    >.<br />
    Proceedings of ACL 2011. <br /><a
        class="icon pdf label label-info"
        href="http://people.seas.harvard.edu/~srush/exdecmt.pdf"
        >pdf</a
    >
    <a class="icon slides label label-success" href="trans_relax.pdf">
        slides</a
    >
</div>

<div class="paper-section">
    <a
        class="paper"
        href="http://people.csail.mit.edu/maestro/papers/koo10mstdd.pdf"
        >Dual Decomposition for Parsing with Non-Projective Head Automata</a
    >. <br />
    <a class="name" href="http://people.csail.mit.edu/maestro/">Terry Koo</a>,
    <a class="name" href="http://people.seas.harvard.edu/~srush/"
        >Alexander M. Rush</a
    >,
    <a class="name" href="http://www.cs.columbia.edu/~mcollins/"
        >Michael Collins</a
    >,
    <a class="name" href="http://people.csail.mit.edu/tommi/">Tommi Jaakkola</a
    >, and
    <a class="name" href="http://people.csail.mit.edu/dsontag/">David Sontag</a
    >.<br />
    Proceedings of EMNLP 2010. <br />
    <b> Best Paper Award </b> <br />
    <a
        class="icon pdf label label-info"
        href="http://people.csail.mit.edu/maestro/papers/koo10mstdd.pdf"
        >pdf</a
    >
    <a class="icon slides label label-success" href="talk2.pdf"> slides</a>
</div>

<div class="paper-section">
    <a
        class="paper"
        href="http://people.csail.mit.edu/dsontag/papers/RusSonColJaa_emnlp10.pdf"
    >
        On Dual Decomposition and Linear Programming Relaxations for Natural
        Language Processing</a
    >. <br />
    <a class="name" href="http://people.seas.harvard.edu/~srush/"
        >Alexander M. Rush</a
    >,
    <a class="name" href="http://people.csail.mit.edu/dsontag/">David Sontag</a
    >,
    <a class="name" href="http://www.cs.columbia.edu/~mcollins/"
        >Michael Collins</a
    >, and
    <a class="name" href="http://people.csail.mit.edu/tommi/">Tommi Jaakkola</a
    ><br />
    Proceedings of EMNLP 2010. <br />
    <a
        class="icon pdf label label-info label label-info"
        href="http://people.csail.mit.edu/dsontag/papers/RusSonColJaa_emnlp10.pdf"
        >pdf</a
    >
    <a
        class="icon slides label label-success label label-success"
        href="parse-talk.pdf"
        >slides</a
    >
</div>

<div class="paper-section">
    <a
        class="paper"
        href="http://www.eecs.harvard.edu/~shieber/Biblio/Papers/Nesson-2006-IPS.pdf"
        >Induction of probabilistic synchronous tree-insertion grammars for
        machine translation</a
    >. <br />
    <a class="name" href="http://www.eecs.harvard.edu/~nesson/"
        >Rebecca Nesson</a
    >,
    <a class="name" href="http://www.eecs.harvard.edu/~shieber/"
        >Stuart M. Shieber</a
    >, and
    <a class="name" href="http://people.seas.harvard.edu/~srush/"
        >Alexander M. Rush</a
    >. <br />
    Proceedings of AMTA 2006.
    <br />
    <a
        class="icon pdf label label-info label label-info"
        href="http://www.eecs.harvard.edu/~shieber/Biblio/Papers/Nesson-2006-IPS.pdf"
        >pdf</a
    >
    &nbsp;
</div>

<div class="paper-section">
    <a class="paper" href="thesis.pdf"
        >Dissertation: Lagrangian Relaxation for Natural Language Decoding</a
    >. <br />
    <a class="name" href="http://people.seas.harvard.edu/~srush/"
        >Alexander M. Rush</a
    >. <br />
    MIT CSAIL (advisor
    <a class="name" href="http://www.cs.columbia.edu/~mcollins/"
        >Michael Collins</a
    >). <br />
    <a class="icon pdf label label-info label label-info" href="thesis.pdf"
        >pdf</a
    >
    <a
        class="icon slides label label-success label label-success"
        href="slide_job_talk3.pdf"
        >job talk</a
    >
</div>