3 papers
cs.CL2026
GenAI for Social Work Field Education: Client Simulation with Real-Time Feedback
James Sungarda, Hongkai Liu, Zilong Zhou +3
Field education is the signature pedagogy of social work, yet providing timely and objective feedback during training is constrained by the availability of instructors and counseli…
cs.CY2026
Evaluation of Large Language Models in Legal Applications: Challenges, Methods, and Future Directions
Yiran Hu, Huanghai Liu, Chong Wang +15
Large language models (LLMs) are being increasingly integrated into legal applications, including judicial decision support, legal practice assistance, and public-facing legal serv…
cs.IR2025
QBR: A Question-Bank-Based Approach to Fine-Grained Legal Knowledge Retrieval for the General Public
Mingruo Yuan, Ben Kao, Tien-Hsuan Wu
Retrieval of legal knowledge by the general public is a challenging problem due to the technicality of the professional knowledge and the lack of fundamental understanding by laype…