Semantic Relatedness for All (Languages): A Comparative Analysis of Multilingual Semantic Relatedness Using Machine Translation

no code implementations • 16 May 2018 • Andre Freitas, Siamak Barzegar, Juliano Efson Sales, Siegfried Handschuh, Brian Davis

The results also show that the benefit of using the most informative corpus outweighs the possible errors introduced by the machine translation.

Machine Translation Translation

DINFRA: A One Stop Shop for Computing Multilingual Semantic Relatedness

no code implementations • 16 May 2018 • Siamak Barzegar, Juliano Efson Sales, Andre Freitas, Siegfried Handschuh, Brian Davis

This demonstration presents an infrastructure for computing multilingual semantic relatedness and correlation for twelve natural languages by using three distributional semantic models (DSMs).

Indra: A Word Embedding and Semantic Relatedness Server

3 code implementations • LREC 2018 • Juliano Efson Sales, Leonardo Souza, Siamak Barzegar, Brian Davis, Andr{\'e} Freitas, H, Siegfried schuh

Semantic Textual Similarity

A Multilingual Test Collection for the Semantic Search of Entity Categories

no code implementations • LREC 2018 • Juliano Efson Sales, Siamak Barzegar, Wellington Franco, Bernhard Bermeitinger, Tiago Cunha, Brian Davis, Andr{\'e} Freitas, H, Siegfried schuh

Information Retrieval

A Compositional-Distributional Semantic Model for Searching Complex Entity Categories

no code implementations • SEMEVAL 2016 • Juliano Efson Sales, Andr{\'e} Freitas, Brian Davis, H, Siegfried schuh

Information Retrieval Named Entity Recognition (NER)

How hard is this query? Measuring the Semantic Complexity of Schema-agnostic Queries

no code implementations • WS 2015 • Andr{\'e} Freitas, Juliano Efson Sales, H, Siegfried schuh, Edward Curry