GeoKnowledgeFusion: A Platform for Multimodal Data Compilation from Geoscience Literature
With the advent of big data science, the field of geoscience has undergone a paradigm shift
toward data-driven scientific discovery. However, the abundance of geoscience data …
toward data-driven scientific discovery. However, the abundance of geoscience data …
Sm-Nd Isotope Data Compilation from Geoscientific Literature Using an Automated Tabular Extraction Method
The rare earth elements Sm and Nd significantly address fundamental questions about
crustal growth, such as its spatiotemporal evolution and the interplay between orogenesis …
crustal growth, such as its spatiotemporal evolution and the interplay between orogenesis …
AceMap: Knowledge Discovery through Academic Graph
The exponential growth of scientific literature requires effective management and extraction
of valuable insights. While existing scientific search engines excel at delivering search …
of valuable insights. While existing scientific search engines excel at delivering search …
Scientific and technological knowledge grows linearly over time
The past few centuries have witnessed a dramatic growth in scientific and technological
knowledge. However, the nature of that growth-whether exponential or otherwise-remains …
knowledge. However, the nature of that growth-whether exponential or otherwise-remains …
Revisiting Network Value: Sublinear Knowledge Law
Three influential laws, namely Sarnoff's Law, Metcalfe's Law, and Reed's Law, have been
established to describe network value in terms of the number of neighbors, edges, and …
established to describe network value in terms of the number of neighbors, edges, and …
Good Idea or Not, Representation of LLM Could Tell
In the ever-expanding landscape of academic research, the proliferation of ideas presents a
significant challenge for researchers: discerning valuable ideas from the less impactful ones …
significant challenge for researchers: discerning valuable ideas from the less impactful ones …
MeSH Concept Relevance and Knowledge Evolution: A Data-driven Perspective
The Medical Subject Headings (MeSH), one of the main knowledge organization systems in
the biomedical domain, constantly evolves following the latest scientific discoveries in health …
the biomedical domain, constantly evolves following the latest scientific discoveries in health …
Knowledge does not explode but increases linearly over time
ChatGPT and GPT-4 have raised debates regarding the progress of knowledge in large
language models 1-3. The notion of" knowledge explosion" has been controversial in …
language models 1-3. The notion of" knowledge explosion" has been controversial in …