1 code implementation • 16 Oct 2021 • Zekeriya Anil Guven, Banu Diri, Tolgahan Cakaloglu
In this article, the proposed n-stage LDA method, which can enable the LDA method to be used more effectively, is explained in detail.
no code implementations • 27 Sep 2021 • Zekeriya Anil Guven, Banu Diri, Tolgahan Cakaloglu
Among the Weka results, the most successful method was n-stage LDA, and the most successful algorithm was Random Forest.
no code implementations • 3 Nov 2019 • Tolgahan Cakaloglu, Xiaowei Xu
The primary goal of ad-hoc retrieval (document retrieval in the context of question answering) is to find relevant documents satisfied the information need posted in a natural language query.
no code implementations • 2 Feb 2019 • Tolgahan Cakaloglu, Xiaowei Xu
Deep language models learning a hierarchical representation proved to be a powerful tool for natural language processing, text mining and information retrieval.
no code implementations • ICLR 2019 • Tolgahan Cakaloglu, Christian Szegedy, Xiaowei Xu
Text embedding representing natural language documents in a semantic vector space can be used for document retrieval using nearest neighbor lookup.