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What are, in your opinion, the most interesting papers from the ACL 2010 conference that just happened in Sweden? Let's make this thread a collection of some of that conference's most interesting papers! If possible, please give only one paper per answer and briefly say why you liked it. This could become a valuable resource for everyone interested in latest NLP papers.
This question is marked "community wiki".
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