"4399","A Supervised Learning Approach to Acronym Identification","This paper addresses the task of finding acronym-definition pairs in text. Most of the previous work on the topic is about systems that involve manually generated rules or regular expressions. In this paper, we present a supervised learning approach to the acronym identification task. Our approach reduces the search space of the supervised learning system by putting some weak constraints on the kinds of acronym-definition pairs that can be identified. We obtain results comparable to hand-crafted systems that use stronger constraints. We describe our method for reducing the search space, the features used by our supervised learning system, and our experiments with various learning schemes.","http://cogprints.org/4399/","Nadeau, David and Turney, Peter","Kégl, Balázs and Lapalme, Guy","       <span class=\"person_name\">Nadeau, David</span> and <span class=\"person_name\">Turney, Peter</span>     (2005)  <a href=\"http://cogprints.org/4399/\"><em>A Supervised Learning Approach to Acronym Identification.</em></a>       [Conference Paper]           ","","2005"