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
Link To Document :
بازگشت