Tootfinder

Overview of the TalentCLEF 2025: Skill and Job Title Intelligence for Human Capital Management
Luis Gasco, Hermenegildo Fabregat, Laura Garc\'ia-Sardi\~na, Paula Estrella, Daniel Deniz, Alvaro Rodrigo, Rabih Zbib
https://arxiv.org/abs/2507.13275

Overview of the TalentCLEF 2025: Skill and Job Title Intelligence for Human Capital Management
Advances in natural language processing and large language models are driving a major transformation in Human Capital Management, with a growing interest in building smart systems based on language technologies for talent acquisition, upskilling strategies, and workforce planning. However, the adoption and progress of these technologies critically depend on the development of reliable and fair models, properly evaluated on public data and open benchmarks, which have so far been unavailable in t…

AIs Structural Impact on Indias Knowledge Intensive Startup Ecosystem: A Natural Experiment in Firm Efficiency and Design
Venkat Ram Reddy Ganuthula, Ramesh Kuruva
https://arxiv.org/abs/2507.19775

AIs Structural Impact on Indias Knowledge Intensive Startup Ecosystem: A Natural Experiment in Firm Efficiency and Design
This study explores the structural and performance impacts of artificial intelligence (AI) adoption on Indias knowledge intensive startups, spanning information technology, financial technology, health technology, and educational technology, founded between 2016 and 2025. Using a natural experiment framework with the founding year as an exogenous treatment proxy, it examines firm size, revenue productivity, valuation efficiency, and capital utilization across pre AI and AI era cohorts. Findings…

Introducing a New Brexit-Related Uncertainty Index: Its Evolution and Economic Consequences
Ismet Gocer, Julia Darby, Serdar Ongan
https://arxiv.org/abs/2507.02439

Introducing a New Brexit-Related Uncertainty Index: Its Evolution and Economic Consequences
Important game-changer economic events and transformations cause uncertainties that may affect investment decisions, capital flows, international trade, and macroeconomic variables. One such major transformation is Brexit, which refers to the multiyear process through which the UK withdrew from the EU. This study develops and uses a new Brexit-Related Uncertainty Index (BRUI). In creating this index, we apply Text Mining, Context Window, Natural Language Processing (NLP), and Large Language Mod…

"New environmental licensing will build a power plant in the Cerrado and demolish a school|
#Brazil #Cerrado #Energy #Education

New environmental licensing will build a power plant in the Cerrado and demolish a school
The most deforested biome in Brazil, the Cerrado lost 700,000 hectares (1.7 million acres) of native vegetation in 2024. Now, it is about to receive a thermoelectric plant 30 kilometers (18 miles) from the National Congress, in Brasília, the country’s capital. The Brazilian Institute of Environment and Renewable Natural Resources (IBAMA), responsible for federal environmental […]