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 …

PatentNet: multi-label classification of patent documents using deep learning based language understanding

A Haghighian Roudsari, J Afshar, W Lee, S Lee - Scientometrics, 2022 - Springer
Patent classification is an expensive and time-consuming task that has conventionally been
performed by domain experts. However, the increase in the number of filed patents and the …

Patent data for engineering design: A critical review and future directions

S Jiang, S Sarica, B Song, J Hu… - … of Computing and …, 2022 - asmedigitalcollection.asme.org
Patent data have long been used for engineering design research because of its large and
expanding size and widely varying massive amount of design information contained in …

A survey on visual approaches for analyzing scientific literature and patents

P Federico, F Heimerl, S Koch… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
The increasingly large number of available writings describing technical and scientific
progress, calls for advanced analytic tools for their efficient analysis. This is true for many …

Dual-Use and Trustworthy? A Mixed Methods Analysis of AI Diffusion Between Civilian and Defense R&D

S Schmid, T Riebe, C Reuter - Science and engineering ethics, 2022 - Springer
Artificial Intelligence (AI) seems to be impacting all industry sectors, while becoming a motor
for innovation. The diffusion of AI from the civilian sector to the defense sector, and AI's dual …

Automating the search for a patent's prior art with a full text similarity search

L Helmers, F Horn, F Biegler, T Oppermann, KR Müller - PloS one, 2019 - journals.plos.org
More than ever, technical inventions are the symbol of our society's advance. Patents
guarantee their creators protection against infringement. For an invention being patentable …

Patent citation network analysis: A perspective from descriptive statistics and ERGMs

M Chakraborty, M Byshkin, F Crestani - Plos one, 2020 - journals.plos.org
Patent Citation Analysis has been gaining considerable traction over the past few decades.
In this paper, we collect extensive information on patents and citations and provide a …

Improving chemical named entity recognition in patents with contextualized word embeddings

Z Zhai, DQ Nguyen, SA Akhondi, C Thorne… - arxiv preprint arxiv …, 2019 - arxiv.org
Chemical patents are an important resource for chemical information. However, few
chemical Named Entity Recognition (NER) systems have been evaluated on patent …

Patent mining: a survey

L Zhang, L Li, T Li - ACM Sigkdd Explorations Newsletter, 2015 - dl.acm.org
Patent documents are important intellectual resources of protecting interests of individuals,
organizations and companies. Different from general web documents, patent documents …

ReactionDataExtractor: a tool for automated extraction of information from chemical reaction schemes

DM Wilary, JM Cole - Journal of Chemical Information and …, 2021 - ACS Publications
Chemical reaction schemes are commonly used for visual encapsulation of chemical
information. Figures of reaction schemes contain chemical transformations, the chemical …