Integrating NLP and Ontology Matching into a Unified System for Automated Information Extraction from Geological Hazard Reports

Extraction of temporal information from social media messages using the BERT model

(2022) Kai Ma et al.   Earth Science Informatics

ChineseTR: A weakly supervised toponym recognition architecture based on automatic training data generator and deep neural network

(2022) Qinjun Qiu et al.   Transactions in GIS

Chinese toponym recognition with variant neural structures from social media messages based on BERT methods

(2022) Kai Ma et al.   Journal of Geographical Systems

What is this article about? Generative summarization with the BERT model in the geosciences domain

(2021) Kai Ma et al.   Earth Science Informatics

Spatially oriented convolutional neural network for spatial relation extraction from natural language texts

(2021) Qinjun Qiu et al.   Transactions in GIS

Dictionary‐Based Automated Information Extraction From Geological Documents Using a Deep Learning Algorithm

(2020) Qinjun Qiu et al.   Earth and Space Science

Automatic spatiotemporal and semantic information extraction from unstructured geoscience reports using text mining techniques

(2020) Qinjun Qiu et al.   Earth Science Informatics

Identifying disaster-related tweets and their semantic, spatial and temporal context using deep learning, natural language processing and spatial analysis: a case study of Hurricane Irma

(2019) Muhammed Ali Sit et al.   International Journal of Digital Earth

GNER: A generative model for geological named entity recognition without labeled data using deep learning

(2019) Qinjun Qiu et al.   Earth and Space Science

Geoscience keyphrase extraction algorithm using enhanced word embedding

(2019) Qinjun Qiu et al.   EXPERT SYSTEMS WITH APPLICATIONS

BiLSTM-CRF for geological named entity recognition from the geoscience literature

(2019) Qinjun Qiu et al.   Earth Science Informatics

Deep Learning-Based Named Entity Recognition and Knowledge Graph Construction for Geological Hazards

(2019) Runyu Fan et al.   ISPRS International Journal of Geo-Information

DGeoSegmenter: A dictionary-based Chinese word segmenter for the geoscience domain

(2018) Qinjun Qiu et al.   COMPUTERS & GEOSCIENCES

Distant supervision for relation extraction with hierarchical selective attention

(2018) Peng Zhou et al.   NEURAL NETWORKS

Prospecting Information Extraction by Text Mining Based on Convolutional Neural Networks — A case study of the Lala Copper Deposit, China

(2018) Li Shi et al.   IEEE Access

Construction site accident analysis using text mining and natural language processing techniques

(2018) Fan Zhang et al.   AUTOMATION IN CONSTRUCTION

An ontology-based framework for extracting spatio-temporal influenza data using Twitter

(2017) Udaya K. Jayawardhana et al.   International Journal of Digital Earth

A Knowledge-Driven Geospatially Enabled Framework for Geological Big Data

(2017) Liang Wu et al.   ISPRS International Journal of Geo-Information

A new algorithmic approach for the extraction of temporal associations from clinical narratives with an application to medical product safety surveillance reports

(2016) Wei Wang et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Survey of Temporal Information Retrieval and Related Applications

(2014) Ricardo Campos et al.   ACM COMPUTING SURVEYS

Exploiting temporal information in Web search

(2013) Sheng Lin et al.   EXPERT SYSTEMS WITH APPLICATIONS

Extraction of events and temporal expressions from clinical narratives

(2013) Prateek Jindal et al.   JOURNAL OF BIOMEDICAL INFORMATICS