Overview of ResPubliQA 2009: Question Answering Evaluation over European Legislation

نویسندگان

  • Anselmo Peñas
  • Pamela Forner
  • Richard F. E. Sutcliffe
  • Álvaro Rodrigo
  • Corina Forascu
  • Iñaki Alegria
  • Danilo Giampiccolo
  • Nicolas Moreau
  • Petya Osenova
چکیده

This paper describes the first round of ResPubliQA, a Question Answering (QA) evaluation task over European legislation, proposed at the Cross Language Evaluation Forum (CLEF) 2009. The exercise consists of extracting a relevant paragraph of text that satisfies completely the information need expressed by a natural language question. The general goals of this exercise are (i) to study if the current QA technologies tuned for newswire collections and Wikipedia can be adapted to a new domain (law in this case); (ii) to move to a more realistic scenario, considering people close to law as users, and paragraphs as system output; (iii) to compare current QA technologies with pure Information Retrieval (IR) approaches; and (iv) to introduce in QA systems the Answer Validation technologies developed in the past three years. The paper describes the task in more detail, presenting the different types of questions, the methodology for the creation of the test sets and the new evaluation measure, and analyzing the results obtained by systems and the more successful approaches. Eleven groups participated with 28 runs. In addition, we evaluated 16 baseline runs (2 per language) based only in pure IR approach, for comparison purposes. Considering accuracy, scores were generally higher than in previous QA campaigns.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Overview of ResPubliQA 2010: Question Answering Evaluation over European Legislation

This paper describes the second round of ResPubliQA, a Question Answering (QA) evaluation task over European legislation, a LAB of CLEF 2010. Two tasks have been proposed this year: Paragraph Selection (PS) and Answer Selection (AS). The PS task consisted of extracting a relevant paragraph of text that satisfies completely the information need expressed by a natural language question. In the AS...

متن کامل

Monolingual and Multilingual Question Answering on European Legislation

This paper documents the participation of the Research Institute for Artificial Intelligence to the CLEF 2010 ResPubliQA lab. We answered questions in Romanian and English from Romanian documents of Acquis Communautaire and the European Parliament Proceedings. We extend the report from the previous ResPubliQA participation by introducing multi-factored paragraph relevance score training onto En...

متن کامل

The LogAnswer Project at ResPubliQA 2010

The LogAnswer project investigates the potential of deep linguistic processing and logical reasoning for question answering. The paragraph selection task of ResPubliQA 2010 offered the opportunity to validate improvements of the LogAnswer QA system that reflect our experience from ResPubliQA 2009. Another objective was to demonstrate the benefit of QA technologies over a pure IR approach. Two r...

متن کامل

Extending a Logic-Based Question Answering System for Administrative Texts

LogAnswer is a question answering (QA) system for German that uses machine learning for integrating logic-based and shallow (lexical) validation features. For ResPubliQA 2009, LogAnswer was adjusted to specifics of administrative texts, as found in the JRC Acquis corpus. Moreover, support for a broader class of questions relevant to the domain was added, including questions that ask for a purpo...

متن کامل

A Naïve Approach for Monolingual Question Answering

This paper talks about the system which we have submitted for the ResPubliQA task. We participated in building the QA system for en-en part. We followed a different method for each question type. In this paper we outline the methods which we adapted and the results which we obtained.

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2009