SINAI at RTE-7: Integrating Personalized Page Rank Vectors into EDITS

نویسندگان

  • Arturo Montejo Ráez
  • Fernando Martínez Santiago
  • José Manuel Perea Ortega
  • Luis Alfonso Ureña López
چکیده

This document describes the participation of the SINAI Research Group in the 7 challenge on Recognition of Textual Entailment (RTE). Our approach extends the promising results obtained in the last campaing into a well know framework for textual entailment recognition known as EDITS. Although the proposed solution is modest, results encourage us in the use of Personalized Page Rank as a technique for generating weighted vectors of synsets per term in texts and applying distance metrics to compute a value of lexical similarity between terms found in hypotheses and those in candidate texts.

برای دانلود رایگان 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

SINAI at RTE-6: Personalized Page Rank Vectors and Named Entities

This document describes the participation of the SINAI Research Group in the 6 challenge on Recognition of Textual Entailment (RTE). Our approach is a supervised one, by applying a learning process on the development data. The model trained was a stacking of two SVM models, each one over different attributes. One of the SVMs was trained on the distance between Personalized Page Rank vectors, an...

متن کامل

EDITS 3.0 at RTE-7

This paper overviews CELI’s1 participation in the Main, Novelty and KBP task organized within the RTE-7 Evaluation Campaign. Our submissions have been produced running the EDITS (Edit Distance Textual Entailment Suite) open source RTE package, which allows to experiment with different combinations of algorithms, entailment rules, and optimization strategies. The evaluation on test data confirme...

متن کامل

EDITS: An Open Source Framework for Recognizing Textual Entailment

This paper overviews FBK’s participation in the RTE 5 Evaluation Campaign. Our runs, submitted both to the main (two-way classification), and to the pilot task, were obtained through different configurations of EDITS (Edit Distance Textual Entailment Suite) package, the first freely available open source RTE software. The main sources of knowledge used, the different configurations, and the ach...

متن کامل

An Application of Personalized PageRank Vectors: Personalized Search Engine

We introduce a tool which is an application of personalized pagerank vectors such as personalized search engines. We use pre-computed pagerank vectors to rank the search results in favor of user preferences. We describe the design and architecture of our tool. By using pre-computed personalized pagerank vectors we generate search results biased to user preferences such as top-level domain and r...

متن کامل

Using Lexical Resources in a Distance-Based Approach to RTE

This paper overviews FBK’s participation in the RTE 5 Evaluation Campaign. Our runs, submitted both to the main (two-way classification), and to the pilot task, were obtained through different configurations of EDITS (Edit Distance Textual Entailment Suite) package, the first freely available open source RTE software. The main sources of knowledge used, the different configurations, and the ach...

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

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2011