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Listar por autor "Gupta, Parth Alokkumar"

Mostrando ítems 1-7 de 7

A Deep Source-Context Feature for Lexical Selection in Statistical Machine Translation

Gupta, Parth Alokkumar; Costa-Jussa, Marta R; Rosso, Paolo; Banchs, Rafael (Elsevier, 2016-05)

This paper presents a methodology to address lexical disambiguation in a standard phrase-based statistical machine translation system. Similarity among source contexts is used to select appropriate translation units. The ...
Cross-language Plagiarism Detection over Continuous-space- and Knowledge Graph-based Representations of Language

Franco-Salvador, Marc; Gupta, Parth Alokkumar; Rosso, Paolo; Banchs, Rafael (Elsevier, 2016-11-01)

Cross-language (CL) plagiarism detection aims at detecting plagiarised fragments of text among documents in different languages. The main research question of this work is on whether knowledge graph representations and ...
Cross-language plagiarism detection using multilingual semantic network

Franco Salvador, Marc; Gupta, Parth Alokkumar; Rosso ., Paolo (Springer Verlag (Germany), 2013)

Cross-language plagiarism refers to the type of plagiarism where the source and suspicious documents are in different languages. Plagiarism detection across languages is still in its infancy state. In this article, we ...
Cross-view Embeddings for Information Retrieval

Gupta, Parth Alokkumar (Universitat Politècnica de València, 2017-03-03)

In this dissertation, we deal with the cross-view tasks related to information retrieval using embedding methods. We study existing methodologies and propose new methods to overcome their limitations. We formally introduce ...
Detección de plagio translingüe utilizando el diccionario estadístico de BabelNet

Franco Salvador, Marc; Gupta, Parth Alokkumar; Rosso, Paolo (Instituto Politécnico Nacional, 2012-12)

[EN] In recent years there have been important advances in the field of automatic plagiarism detection. One variant is cross-language plagiarism detection, which tries to detect plagiarism between documents in different ...
Methods for cross-language plagiarism detection

Barrón Cedeño, Luis Alberto; Gupta, Parth Alokkumar; Rosso ., Paolo (Elsevier, 2013-09)

Three reasons make plagiarism across languages to be on the rise: (i) speakers of under-resourced languages often consult documentation in a foreign language, (ii) people immersed in a foreign country can still consult ...
Squeezing Bottlenecks: Exploring the Limits of Autoencoder Semantic Representation Capabilities

Gupta, Parth Alokkumar; Banchs, Rafael; Rosso, Paolo (Elsevier, 2016-01-29)

[EN] We present a comprehensive study on the use of autoencoders for modelling text data, in which (differently from previous studies) we focus our attention on the various issues. We explore the suitability of two ...