5 papers
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…
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…
Adversarial Demonstration Learning for Low-resource NER Using Dual Similarity
Guowen Yuan, Tien-Hsuan Wu, Lianghao Xia +1
We study the problem of named entity recognition (NER) based on demonstration learning in low-resource scenarios. We identify two issues in demonstration construction and model tra…
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…
Bringing legal knowledge to the public by constructing a legal question bank using large-scale pre-trained language model
Mingruo Yuan, Ben Kao, Tien-Hsuan Wu +5
Access to legal information is fundamental to access to justice. Yet accessibility refers not only to making legal documents available to the public, but also rendering legal infor…