HOO 2012 Shared Task: UKP Lab System Description
نویسندگان
چکیده
In this paper, we describe the UKP Lab system participating in the HOO 2012 Shared Task on preposition and determiner error correction. Our focus was to implement a highly flexible and modular system which can be easily augmented by other researchers. The system might be used to provide a level playground for subsequent shared tasks and enable further progress in this important research field on top of the state of the art identified by the shared task.
منابع مشابه
UKP-WSI: UKP Lab Semeval-2013 Task 11 System Description
In this paper, we describe the UKP Lab system participating in the Semeval-2013 task “Word Sense Induction and Disambiguation within an End-User Application”. Our approach uses preprocessing, co-occurrence extraction, graph clustering, and a state-of-theart word sense disambiguation system. We developed a configurable pipeline which can be used to integrate and evaluate other components for the...
متن کاملKorea University System in the HOO 2012 Shared Task
In this paper, we describe the Korea University system that participated in the HOO 2012 Shared Task on the correction of preposition and determiner errors in non-native speaker texts. We focus our work on training the system on a large collection of error-tagged texts provided by the HOO 2012 Shared Task organizers and incrementally applying several methods to achieve better performance.
متن کاملHelping Our Own 2011: UKP Lab System Description
This paper describes the UKP Lab system participating in the Helping Our Own Challenge 2011. We focus on the correction of realword spelling errors (RWSEs) that are especially hard to detect. Our highly flexible system architecture is based on UIMA (Ferrucci and Lally, 2004) and integrates state-of-the-art approaches for detecting RWSEs.
متن کاملNUS at the HOO 2012 Shared Task
This paper describes the submission of the National University of Singapore (NUS) to the HOO 2012 shared task. Our system uses a pipeline of confidence-weighted linear classifiers to correct determiner and preposition errors. Our system achieves the highest correction F1 score on the official test set among all 14 participating teams, based on gold-standard edits both before and after revision.
متن کاملDetection and Correction of Preposition and Determiner Errors in English: HOO 2012
This paper reports on our work in the HOO 2012 shared task. The task is to automatically detect, recognize and correct the errors in the use of prepositions and determiners in a set of given test documents in English. For that, we have developed a hybrid system of an n-gram statistical model along with some rule-based techniques. The system has been trained on the HOO shared task’s training dat...
متن کامل