A reproducible experimental survey on biomedical sentence similarity: A string-based method sets the state of the art

A Lara-Clares, JJ Lastra-Díaz, A Garcia-Serrano - Plos one, 2022 - journals.plos.org
This registered report introduces the largest, and for the first time, reproducible experimental
survey on biomedical sentence similarity with the following aims:(1) to elucidate the state of …

User requirement modeling and evolutionary analysis based on review data: Supporting the design upgrade of product attributes

Y Zhang, W Guo, Z Chang, J Ma, Z Fu, L Wang… - Advanced Engineering …, 2024 - Elsevier
In recent years, an increasing number of studies have focused on user requirement
modeling based on online review texts. However, traditional methods often overlook the …

Solving ontology metamatching problem through improved multiobjective particle swarm optimization algorithm

Y Huang, Y Zhuang, X Xue - Wireless Communications and …, 2022 - Wiley Online Library
In recent years, knowledge representation in the Artificial Intelligence (AI) domain is able to
help people understand the semantics of data and improve the interoperability between …

Truthful Text Sanitization Guided by Inference Attacks

I Pilán, B Manzanares-Salor, D Sánchez… - arxiv preprint arxiv …, 2024 - arxiv.org
The purpose of text sanitization is to rewrite those text spans in a document that may directly
or indirectly identify an individual, to ensure they no longer disclose personal information …

HESML: a real-time semantic measures library for the biomedical domain with a reproducible survey

JJ Lastra-Díaz, A Lara-Clares, A Garcia-Serrano - BMC bioinformatics, 2022 - Springer
Background Ontology-based semantic similarity measures based on SNOMED-CT, MeSH,
and Gene Ontology are being extensively used in many applications in biomedical text …

Statistical analysis of multisensory and text-derived representations on concept learning

Y Wang, Y Zeng - Frontiers in Computational Neuroscience, 2022 - frontiersin.org
When learning concepts, cognitive psychology research has revealed that there are two
types of concept representations in the human brain: language-derived codes and sensory …

Protocol for a reproducible experimental survey on biomedical sentence similarity

A Lara-Clares, JJ Lastra-Díaz, A Garcia-Serrano - Plos one, 2021 - journals.plos.org
Measuring semantic similarity between sentences is a significant task in the fields of Natural
Language Processing (NLP), Information Retrieval (IR), and biomedical text mining. For this …

Web APIs recommendation with neural content embedding for mobile multimedia computing

Y Xu, Y Ding, Z Jiang, Y Yin, L Hei, S Zhang - Wireless Networks, 2023 - Springer
In the development of applications for mobile multimedia computing, it has been a core
problem to improve the efficiency of applications development. The use of Web APIs has …

Modeling multi-prototype Chinese word representation learning for word similarity

F Yin, Y Wang, J Liu, M Tosato - Complex & Intelligent Systems, 2021 - Springer
The word similarity task is used to calculate the similarity of any pair of words, and is a basic
technology of natural language processing (NLP). The existing method is based on word …

The Coevolution of Tasks and Technologies

S Zhang, JV Nickerson - Academy of Management Annual Meeting, 2022 - par.nsf.gov
As work changes, so does technology. The two coevolve as part of a work ecosystem. This
paper suggests a way of plotting this coevolution by comparing the embeddings-high …