From the 1 of 3 linked papers with an AI index.
3 papers
cs.CL2026
GGC: Selective Query Correction for Reliable Text-to-SPARQL Generation
Ziyi Yang, Thanh-Son Nguyen, Tuan Anh Nguyen +1
The paper introduces GGC, a framework that lets a language model generate a SPARQL query, predicts if it needs fixing, and only corrects high‑risk cases, boosting accuracy and cutt…
cs.CL2025
Harnessing Large Language Models for Scientific Novelty Detection
Yan Liu, Zonglin Yang, Soujanya Poria +2
In an era of exponential scientific growth, identifying novel research ideas is crucial and challenging in academia. Despite potential, the lack of an appropriate benchmark dataset…
cs.IR2025
Keyword-driven Retrieval-Augmented Large Language Models for Cold-start User Recommendations
Hai-Dang Kieu, Minh Duc Nguyen, Thanh-Son Nguyen +1
Recent advancements in Large Language Models (LLMs) have shown significant potential in enhancing recommender systems. However, addressing the cold-start recommendation problem, wh…