3 papers
cs.CL2026
Monitoring Transformative Technological Convergence Through LLM-Extracted Semantic Entity Triple Graphs
Alexander Sternfeld, Andrei Kucharavy, Dimitri Percia David +3
Forecasting transformative technologies remains a critical but challenging task, particularly in fast-evolving domains such as Information and Communication Technologies (ICTs). Tr…
cs.CE2025
Clustering doc2vec output for topic-dimensionality reduction: A MITRE ATT&CK calibration
Nathan Monnet, Loïc Maréchal, Julian Jang-Jaccard +1
We introduce a novel approach to text classification by combining doc2vec embeddings with advanced clustering techniques to improve the analysis of specialized, high-dimensional te…
q-fin.PM2024
Disentangling the sources of cyber risk premia
Loïc Maréchal, Nathan Monnet
We use a methodology based on a machine learning algorithm to quantify firms' cyber risks based on their disclosures and a dedicated cyber corpus. The model can identify paragraphs…