3 papers
cs.CL2025
RAG System for Supporting Japanese Litigation Procedures: Faithful Response Generation Complying with Legal Norms
Yuya Ishihara, Atsushi Keyaki, Hiroaki Yamada +2
This study discusses the essential components that a Retrieval-Augmented Generation (RAG)-based LLM system should possess in order to support Japanese medical litigation procedures…
cs.CL2024
LLM-jp: A Cross-organizational Project for the Research and Development of Fully Open Japanese LLMs
LLM-jp, :, Akiko Aizawa +80
This paper introduces LLM-jp, a cross-organizational project for the research and development of Japanese large language models (LLMs). LLM-jp aims to develop open-source and stron…
cs.IR2024
Coarse-Tuning for Ad-hoc Document Retrieval Using Pre-trained Language Models
Atsushi Keyaki, Ribeka Keyaki
Fine-tuning in information retrieval systems using pre-trained language models (PLM-based IR) requires learning query representations and query-document relations, in addition to d…