Gold standard, multi-genre dataset for named entity recognition and linking. [PDF]
Olewniczak S, Szymański J.
europepmc +1 more source
Stock Exchange ESG Disclosure Guidance and Corporate Carbon Mitigation: International Evidence
ABSTRACT This study investigates the tangible impact of the adoption of environmental, social, and governance (ESG) disclosure guidance by stock exchanges on corporate carbon mitigation, focusing on six major frameworks: the Global Reporting Initiative (GRI), the Sustainability Accounting Standards Board (SASB), the Task Force on Climate Related ...
Jiamian Yan, Le Luo, Nuraddeen Nuhu
wiley +1 more source
Chinese crop diseases and pests named entity recognition based on variational information bottleneck and feature enhancement. [PDF]
Huang R, Li M, Zheng H, Zhao Z.
europepmc +1 more source
ABSTRACT Sustainability reports (SRs) are widely criticized for vague disclosures and selective emphasis on positive outcomes, yet systematic research on two core SR challenges remains limited: materiality (whether disclosed content is relevant) and balance (whether both achievements and challenges are reported).
Mahsa Mohammadrezaei +1 more
wiley +1 more source
Deep learning for named entity recognition in Turkish radiology reports. [PDF]
Abdullahi AA +5 more
europepmc +1 more source
Greening the Bottom Line: Public Funding for Circular Economy Initiatives and Financial Stability
ABSTRACT Public funding for circular economy (CE) initiatives plays a crucial role in shaping corporate financial performance, yet its effects remain underexplored. Grounded in the resource‐based view (RBV) of the firm, this study investigates the financial impact of CE funding on private firms, using Portugal as a case study. It analyses the financial
Rui Cruz +3 more
wiley +1 more source
Span-based annotation framework for LLM-based clinical named entity recognition: development and validation using Korean emergency department notes. [PDF]
Jang EH +4 more
europepmc +1 more source
ABSTRACT This study explores how circular economy (CE) principles are incorporated in construction‐related policy roadmaps worldwide, addressing the growing need for effective resource strategies in a highly material‐intensive sector. National strategic CE documents from 57 countries were analyzed using natural language processing techniques, and then ...
Aidana Tleuken +5 more
wiley +1 more source
Chinese medical named entity recognition integrating adversarial training and feature enhancement. [PDF]
Zhang X +6 more
europepmc +1 more source
ESG Uncertainty in Supply Chains: How Rating Divergence Shapes Buyer–Supplier Trade Credit
ABSTRACT Uncertainty in environmental, social, and governance (ESG) ratings has raised concerns about the reliability of sustainability evaluations and their consequences for interfirm relationships. Although prior research has highlighted firm‐level financial outcomes of ESG rating divergence, little is known about its implications for buyer–supplier ...
Liukai Wang, Na A., Yu Gong, Steve Brown
wiley +1 more source

