Patent retrieval: a literature review

W Shalaby, W Zadrozny - Knowledge and Information Systems, 2019 - Springer
With the ever increasing number of filed patent applications every year, the need for effective
and efficient systems for managing such tremendous amounts of data becomes inevitably …

A deep learning based method for extracting semantic information from patent documents

L Chen, S Xu, L Zhu, J Zhang, X Lei, G Yang - Scientometrics, 2020 - Springer
The text-based patent analysis is grounded in information extraction technique. However,
such technique suffers from obvious defects such as low degree of automation and …

Towards Coinductive Models for Natural Language Understanding. Bringing together Deep Learning and Deep Semantics

WW Zadrozny - arXiv preprint arXiv:2012.05715, 2020 - arxiv.org
This article contains a proposal to add coinduction to the computational apparatus of natural
language understanding. This, we argue, will provide a basis for more realistic …

Creating New Concept-Based Representations for Superior Text Analysis and Retrieval

W Shalaby - 2018 - search.proquest.com
Text analytics represent a set of scalable techniques that mine unstructured and semi-
structured textual resources in order to extract useful knowledge for performing a task at …