A high precision pipeline for financial knowledge graph construction
Motivated by applications such as question answering, fact checking, and data integration,
there is significant interest in constructing knowledge graphs by extracting information from …
there is significant interest in constructing knowledge graphs by extracting information from …
The role of" condition" a novel scientific knowledge graph representation and construction model
Conditions play an essential role in scientific observations, hypotheses, and statements.
Unfortunately, existing scientific knowledge graphs (SciKGs) represent factual knowledge as …
Unfortunately, existing scientific knowledge graphs (SciKGs) represent factual knowledge as …
Extracting fact-condition relation from geological papers via deep structured semantic model with multi-grained representation
Q Chen, H Yao, D Zhou, S Li, L Dong - Computers & Geosciences, 2023 - Elsevier
The fact-condition statement plays a significant role in the geological papers, where
geological theory or phenomenon as a fact is constrained by its precondition. This constraint …
geological theory or phenomenon as a fact is constrained by its precondition. This constraint …
New frontiers of scientific text mining: tasks, data, and tools
Exploring the vast amount of rapidly growing scientific text data is highly beneficial for real-
world scientific discovery. However, scientific text mining is particularly challenging due to …
world scientific discovery. However, scientific text mining is particularly challenging due to …
PromptRE: Weakly-Supervised Document-Level Relation Extraction via Prompting-Based Data Programming
Relation extraction aims to classify the relationships between two entities into pre-defined
categories. While previous research has mainly focused on sentence-level relation …
categories. While previous research has mainly focused on sentence-level relation …
Concepts of neighbors and their application to instance-based learning on relational data
Abstract Knowledge graphs and other forms of relational data have become a widespread
kind of data, and powerful methods to analyze and learn from them are needed. Formal …
kind of data, and powerful methods to analyze and learn from them are needed. Formal …
Evidenceminer: Textual evidence discovery for life sciences
Traditional search engines for life sciences (eg, PubMed) are designed for document
retrieval and do not allow direct retrieval of specific statements. Some of these statements …
retrieval and do not allow direct retrieval of specific statements. Some of these statements …
Biomedical knowledge graphs construction from conditional statements
Conditions play an essential role in biomedical statements. However, existing biomedical
knowledge graphs (BioKGs) only focus on factual knowledge, organized as a flat relational …
knowledge graphs (BioKGs) only focus on factual knowledge, organized as a flat relational …
[HTML][HTML] Fact-condition statements and super relation extraction for geothermic knowledge graphs construction
Researchers utilize information from the geoscience literature to deduce the regional or
global geological evolution. Traditionally this process has relied on the labor of researchers …
global geological evolution. Traditionally this process has relied on the labor of researchers …
Multi-input multi-output sequence labeling for joint extraction of fact and condition tuples from scientific text
Condition is essential in scientific statement. Without the conditions (eg, equipment,
environment) that were precisely specified, facts (eg, observations) in the statements may no …
environment) that were precisely specified, facts (eg, observations) in the statements may no …