4 papers
Whose fairness? Structural concentration in AI bias research
Abhash Shrestha, Subigya Gautam, Anu Sapkota +2
Artificial intelligence increasingly mediates consequential decisions in healthcare, law, and public services, and the field has responded with an extensive methodology for measuri…
STRUCTSENSE: A Task-Agnostic Agentic Framework for Structured Information Extraction with Human-In-The-Loop Evaluation and Benchmarking
Tek Raj Chhetri, Yibei Chen, Puja Trivedi +5
Extracting structured information from scientific literature is critical for accelerating discovery, yet Large Language Models (LLMs) often struggle in specialized domains that req…
Dual-Metric Evaluation of Social Bias in Large Language Models: Evidence from an Underrepresented Nepali Cultural Context
Ashish Pandey, Tek Raj Chhetri
Large language models (LLMs) increasingly influence global digital ecosystems, yet their potential to perpetuate social and cultural biases remains poorly understood in underrepres…
Scholarly Wikidata: Population and Exploration of Conference Data in Wikidata using LLMs
Nandana Mihindukulasooriya, Sanju Tiwari, Daniil Dobriy +3
Several initiatives have been undertaken to conceptually model the domain of scholarly data using ontologies and to create respective Knowledge Graphs. Yet, the full potential seem…