A vast amount of location information exists in unstructured texts, such as social media
posts, news stories, scientific articles, web pages, travel blogs, and historical archives …

With the evolution of the Internet and multimedia technology, the amount of text data has
increased exponentially. This text volume is a precious source of information and knowledge …

Mineral exploration reports assist present day exploration by providing valuable
observations about the geological environments in which mineral deposits form. Querying …

Event trigger detection, entity mention recognition, event argument extraction, and relation
extraction are the four important tasks in information extraction that have been performed …

Hazardous chemicals are widely used in the production activities of the chemical industry.
The risk management of hazardous chemicals is critical to the safety of life and property …

Geological reports aid in understanding exploration by providing valuable information on
rock formation, evolution and the geological environment in which deposits formed …

The engineering geology report serves as a comprehensive portrayal of the geological
conditions and information within a surveyed region, making it highly valuable for extracting …

Constructing a knowledge graph of geological hazards literature can facilitate the reuse of
geological hazards literature and provide a reference for geological hazard governance …

Identifying named entities such as a person, location or organization, in documents can
highlight key information to readers. Training Named Entity Recognition (NER) models …

Geological reports house a wealth of geological domain knowledge and expert experience
knowledge, and the efficient extraction of geological entity relations from these texts holds …