Research Article

Named Entity Recognition for Public Interest Litigation Based on a Deep Contextualized Pretraining Approach

Table 1

Division of legal entities.

Entity nameNERPNERCGPNERFPP

PERNameNameName
LOCPlace namePlace namePlace name
ORGOrganization nameOrganization nameOrganization name
GASAir pollutionIndustrial air pollution
Refuse to accept supervision and inspection by environmental law enforcement departments
Air pollution caused by coal-burning
Import and sale of coal and petroleum coke that do not meet the quality standards
Dust air pollution
The construction site is not equipped with hard enclosures or effective dust and dust control measures
Agricultural air pollution
In densely populated areas, trees, flowers, and plants are sprayed with highly toxic and highly toxic pesticides
Domestic air pollutionSet off fireworks in prohibited areas and at prohibited times

WATERWater pollutionIndustrial water pollution
Discharge of water pollutants without a legally obtained discharge permit
Urban water pollution
The discharge of oil, acid, lye, and highly toxic, radioactive, and pathogen-containing wastewater into water bodies
Agricultural and rural water pollution
Effluent from livestock, poultry, and aquaculture causes water pollution
Drinking water source pollution
Sewage outlets shall be set up in drinking water sources
Disposal of water pollution accidentFailing to formulate emergency plans for water pollution accidents under regulations

SOLIDSolid pollutionPollution by industrial solid waste
Dumping, stacking, and discarding industrial solid waste without authorization cause environmental pollution
Construction waste pollution
The construction unit has not prepared the construction waste disposal plan and put it on record
Agricultural solid waste pollution
Livestock and poultry farms and farming areas use food waste without harmless treatment to feed livestock and poultry
Hazardous waste pollution
Failing to formulate hazardous waste management plans or report relevant information as required
Domestic waste pollutionViolate the garbage classification regulations to put household garbage