Title of article
Answering questions about European legislation
Author/Authors
Rodrigo، نويسنده , , ءlvaro and Pérez-Iglesias، نويسنده , , Joaquيn and Peٌas، نويسنده , , Anselmo and Garrido، نويسنده , , Guillermo and Araujo، نويسنده , , Lourdes، نويسنده ,
Issue Information
روزنامه با شماره پیاپی سال 2013
Pages
6
From page
5811
To page
5816
Abstract
ResPubliQA is a Question Answering (QA) evaluation task over European legislation whose first edition was proposed at the Cross Language Evaluation Forum (CLEF) 2009. The exercise consists of extracting a relevant paragraph of text that satisfies the information need expressed by a natural language question. The definition of the task allows to compare current QA technologies with pure Information Retrieval (IR) approaches and to introduce Answer Validation technologies in QA systems. In this paper we describe a system developed for this task. Our system is composed by an IR phase focused on improving QA results, a validation step for removing not promising paragraphs and a module based on n-grams overlapping for selecting the final answer, as well as a selection module that uses Lexical Entailment. While the IR module has contributed to obtain promising results, the performance of the validation module has to be improved. On the other hand, the n-gram ranking improved the results of the ranking given by the IR module.
Keywords
Question answering , Answer validation
Journal title
Expert Systems with Applications
Serial Year
2013
Journal title
Expert Systems with Applications
Record number
2353875
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