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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>
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<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>