From the 1 of 2 linked papers with an AI index.
2 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.LG2024
Self-Exploring Language Models: Active Preference Elicitation for Online Alignment
Shenao Zhang, Donghan Yu, Hiteshi Sharma +6
Preference optimization, particularly through Reinforcement Learning from Human Feedback (RLHF), has achieved significant success in aligning Large Language Models (LLMs) to adhere…