A scalable framework for cross-lingual authorship identification

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

Deep Level Lexical Features for Cross-lingual Authorship Attribution

Crosslingual document classification aims to classify documents written in different languages that share a common genre, topic or author. Knowledge-based methods and others based on machine translation deliver state-of-the-art classification accuracy, however because of their reliance on external resources, poorly resourced languages present a challenge for these type of methods. In this paper...

متن کامل

A Cross-Lingual Pattern Retrieval Framework

We introduce a method for learning to grammatically categorize and organize the contexts of a given query. In our approach, grammatical descriptions, from general word groups to specific lexical phrases, are imposed on the query’s contexts aimed at accelerating lexicographers’ and language learners’ navigation through and GRASP upon the word usages. The method involves lemmatizing, part-of-spee...

متن کامل

A Framework for Authorship Identification in the Internet Environment

Misuse of anonymous online communication for illegal purposes has become a major concern [2,12]. In this paper, we present a framework named ART (Authorship Recognition Tool), that is designed to minimize manual procedures and maximize the efficiency of authorship identification based on the content of Internet electronic documents. The framework covers the phases of document retrieval and data...

متن کامل

A Distributed Representation-Based Framework for Cross-Lingual Transfer Parsing

This paper investigates the problem of cross-lingual transfer parsing, aiming at inducing dependency parsers for low-resource languages while using only training data from a resource-rich language (e.g., English). Existing model transfer approaches typically don’t include lexical features, which are not transferable across languages. In this paper, we bridge the lexical feature gap by using dis...

متن کامل

A Representation Framework for Cross-lingual/Interlingual Lexical Semantic Correspondences

This paper proposes a framework for representing cross-lingual/interlingual lexical semantic correspondences that are expected to be recovered through a series of on-demand/on-the-fly invocations of a lexical semantic matching process. One of the central notions of the proposed framework is a pseudo synset, which is introduced to represent a cross-lingual/multilingual lexical concept, jointly d...

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: Information Sciences

سال: 2018

ISSN: 0020-0255

DOI: 10.1016/j.ins.2018.07.009