Follow the Path: Hierarchy-Aware Extreme Multi-Label Completion for Semantic Text Tagging

Abstract: Extreme Multi Label (XML) problems, and in particular XML completion — the task of prediction the missing labels of an entity — have attracted significant attention in the past few years. Most XML completion problems can organically leverage a...

LLM-Resilient Bibliometrics: Factual Consistency Through Entity Triplet Extraction

Abstract: The increase in power and availability of Large Language Models (LLMs) since late 2022 led to increased concerns with their usage to automate academic paper mills. In turn, this poses a threat to bibliometrics-based technology monitoring and forecasting in...

Measuring Technological Convergence in Encryption Technologies with Proximity Indices: A Text Mining and Bibliometric Analysis using OpenAlex

Abstract: Identifying technological convergence among emerging technologies in cybersecurity is crucial for advancing science and fostering innovation. Unlike previous studies focusing on the binary relationship between a paper and the concept it attributes to...