AIMC Topic: Semantics

Clear Filters Showing 731 to 740 of 1420 articles

Learning about phraseology from corpora: A linguistically motivated approach for Multiword Expression identification.

PloS one Aug 27, 2020
Multiword Expressions (MWEs) are idiosyncratic combinations of words which pose important challenges to Natural Language Processing. Some kinds of MWEs, such as verbal ones, are particularly hard to identify in corpora, due to their high degree of mo...
Vocabulary Natural Language Processing Semantics
View on PubMed DOI

Hierarchical fusion of common sense knowledge and classifier decisions for answer selection in community question answering.

Neural networks : the official journal of the International Neural Network Society Aug 20, 2020
The goal of answer selection is to select the most applicable answers from an answer candidate pool. It plays an essential role in numerous applications in information retrieval (IR) and natural language processing (NLP). In this paper, we introduce ...
Databases, Factual Natural Language Processing Information Storage and Retrieval Humans Neural Networks, Computer Semantics
View on PubMed DOI

Identifying disease trajectories with predicate information from a knowledge graph.

Journal of biomedical semantics Aug 20, 2020
BACKGROUND: Knowledge graphs can represent the contents of biomedical literature and databases as subject-predicate-object triples, thereby enabling comprehensive analyses that identify e.g. relationships between diseases. Some diseases are often dia...
Semantics Biological Ontologies Disease Computer Graphics ROC Curve Information Storage and Retrieval Humans
View on PubMed DOI

A system for automatically extracting clinical events with temporal information.

BMC medical informatics and decision making Aug 20, 2020
BACKGROUND: The popularization of health and medical informatics yields huge amounts of data. Extracting clinical events on a temporal course is the foundation of enabling advanced applications and research. It is a structure of presenting informatio...
Databases, Genetic Medical Informatics Humans Neural Networks, Computer Semantics
View on PubMed DOI

CAS: corpus of clinical cases in French.

Journal of biomedical semantics Aug 6, 2020
BACKGROUND: Textual corpora are extremely important for various NLP applications as they provide information necessary for creating, setting and testing those applications and the corresponding tools. They are also crucial for designing reliable meth...
Natural Language Processing Information Storage and Retrieval Semantics Electronic Health Records
View on PubMed DOI

Leveraging maximum entropy and correlation on latent factors for learning representations.

Neural networks : the official journal of the International Neural Network Society Aug 5, 2020
Many tasks involve learning representations from matrices, and Non-negative Matrix Factorization (NMF) has been widely used due to its excellent interpretability. Through factorization, sample vectors are reconstructed as additive combinations of lat...
Semantics Entropy Machine Learning
View on PubMed DOI

Understanding the spatial dimension of natural language by measuring the spatial semantic similarity of words through a scalable geospatial context window.

PloS one Jul 23, 2020
Measuring the semantic similarity between words is important for natural language processing tasks. The traditional models of semantic similarity perform well in most cases, but when dealing with words that involve geographical context, spatial seman...
Comprehension Humans Linguistics Information Storage and Retrieval Natural Language Processing PubMed Semantics Algorithms Language
View on PubMed DOI

A deep learning model for detecting mental illness from user content on social media.

Scientific reports Jul 16, 2020
Users of social media often share their feelings or emotional states through their posts. In this study, we developed a deep learning model to identify a user's mental state based on his/her posting information. To this end, we collected posts from m...
Blogging Psycholinguistics Phonetics Borderline Personality Disorder Humans Female Adult Mental Health Bipolar Disorder Deep Learning Social Media Male Depression Semantics Anxiety Schizophrenia Autistic Disorder
View on PubMed DOI

A knowledge-based system to find over-the-counter medicines for self-medication.

Journal of biomedical informatics Jul 14, 2020
This study developed a medicine query system based on Semantic Web and open data especially for self-medication users to search over-the-counter (OTC) medicines. Most existing medicine query systems are based on keyword searches. If users are uncerta...
Nonprescription Drugs Internet Knowledge Bases Semantics Semantic Web
View on PubMed DOI

Cross-Modal Search for Social Networks via Adversarial Learning.

Computational intelligence and neuroscience Jul 11, 2020
Cross-modal search has become a research hotspot in the recent years. In contrast to traditional cross-modal search, social network cross-modal information search is restricted by data quality for arbitrary text and low-resolution visual features. In...
Online Social Networking Semantics Machine Learning Neural Networks, Computer Social Media Natural Language Processing Social Networking Datasets as Topic
View on PubMed DOI
Popular Topics
Recent Journals