A learning to rank approach for quality‐aware pseudo‐relevance feedback

Z Ye, JX Huang - Journal of the Association for Information …, 2016 - Wiley Online Library
Pseudo relevance feedback (PRF) has shown to be effective in ad hoc information retrieval.
In traditional PRF methods, top‐ranked documents are all assumed to be relevant and …

The efficiency of corpus-based distributional models for literature-based discovery on large data sets

P Bruza, M Symonds, L Sitbon - Proceedings of the Second …, 2014 - eprints.qut.edu.au
This paper evaluates the efficiency of a number of popular corpus-based distributional
models in performing discovery on very large document sets, including online collections …

Towards More Effective Solution Retrieval in IT Support Services Using Systems Log

R Zhu, Y Deng, S Sarkar, K El Maghraoui… - … , ICSOC 2016, Banff, AB …, 2016 - Springer
Technical support agents working in the IT support services field resolve IT problems. They
are often faced with the daunting task of identifying the correct solution document through a …

Automatisk synonymgenerering med Word2Vec for query expansion inom e-handel

K Kojic, E Petersson - 2018 - diva-portal.org
I detta arbete undersöks hur väl automatisk synonymgenerering genom
maskininlärningsmetoden Word2Vec, som tränats över en datamängd fran Google News pa …