Improving Semantic Relatedness Assessments: Ontologies Meet Textual Corpora

نویسندگان
چکیده

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

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Corpora for Learning the Mutual Relationship between Semantic Relatedness and Textual Entailment

In this paper we present the creation of a corpora annotated with both semantic relatedness (SR) scores and textual entailment (TE) judgments. In building this corpus we aimed at discovering, if any, the relationship between these two tasks for the mutual benefit of resolving one of them by relying on the insights gained from the other. We considered a corpora already annotated with TE judgment...

متن کامل

Generic Semantic Relatedness Measure for Biomedical Ontologies

This paper presents a new method to measure semantic relatedness between concepts of an ontology with a rich set of relationship types, and preforms a preliminary assessment of its validity. The measure was designed to be applicable to all biomedical ontologies, and to be flexible enough as to allow for different applications to address their own requirements by tuning, for example, the weight ...

متن کامل

Recognizing Textual Entailment Using Description Logic and Semantic Relatedness

Recognizing Textual Entailment using Description Logic and Semantic Relatedness Reda Siblini, Ph.D. Concordia University, 2014 Textual entailment (TE) is a relation that holds between two pieces of text where one reading the first piece can conclude that the second is most likely true. Accurate approaches for textual entailment can be beneficial to various natural language processing (NLP) appl...

متن کامل

A Joint Syntactic-Semantic Representation for Recognizing Textual Relatedness

This paper describes our participation in the Recognizing Textual Entailment challenge (RTE-5) in the Text Analysis Conference (TAC 2009). Following the two-stage binary classification strategy, our focus this year is to recognize related Text-Hypothesis pairs instead of entailment pairs. In particular, we propose a joint syntactic-semantic representation to better capture the key information s...

متن کامل

Semantic Relatedness and Textual Entailment via Corpus Patterns

We present a system for resolving both semantic relatedness (SR) and textual entailment (TE) tasks. There are two major contributions the method proposed here brings to the field:(1) it shows that there is a correlation between the SR scores and TE judgments which can be used to improve the accuracy of both of these tasks and (2) it shows that we can handle the structural information via patter...

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

ژورنال

عنوان ژورنال: Procedia Computer Science

سال: 2016

ISSN: 1877-0509

DOI: 10.1016/j.procs.2016.08.149