3 papers
cs.CL2024
A Dataset for Evaluating LLM-based Evaluation Functions for Research Question Extraction Task
Yuya Fujisaki, Shiro Takagi, Hideki Asoh +1
The progress in text summarization techniques has been remarkable. However the task of accurately extracting and summarizing necessary information from highly specialized documents…
cs.AI2023
Speculative Exploration on the Concept of Artificial Agents Conducting Autonomous Research
Shiro Takagi
This paper engages in a speculative exploration of the concept of an artificial agent capable of conducting research. Initially, it examines how the act of research can be conceptu…
cs.AI2023★ 1 cited
Towards Autonomous Hypothesis Verification via Language Models with Minimal Guidance
Shiro Takagi, Ryutaro Yamauchi, Wataru Kumagai
Research automation efforts usually employ AI as a tool to automate specific tasks within the research process. To create an AI that truly conduct research themselves, it must inde…