Agentic AI for Enhanced Research Paper Authoring: A System Featuring Verifiable Citation and Intelligent Data Integration NLDL #42

NLDL 2026 Conference Submission43 Authors

Keywords: Deep reasoning framework, research lifecycle, emulate human scientific research, complex scientific reasoning, automating and accelerating scientific discovery

TL;DR: 42AI is a novel framework designed to automate and accelerate scientific research by emulating the entire human research lifecycle.

Abstract: This paper introduces an agentic AI system crafted to enhance the landscape of research paper authoring and review. Recognizing the evolving challenges in academic writing, particularly those associated with AI-driven content generation, our system foregrounds verifiable citations to ensure the integrity of scholarly work. Beyond citation management, it features intelligent chart integration, allowing for seamless incorporation of data visualizations to support arguments and findings. Furthermore, the system offers multilingual support, broadening accessibility and fostering international collaboration in research. By addressing critical issues such as AI-generated hallucinations, the system aims to improve the reliability of AI-assisted research and streamlines literature management, thereby increasing the efficiency and quality of academic research output. This holistic approach is poised to transform how researchers engage with AI in the writing process, promoting both innovation and rigor.

Serve As Reviewer: ~Xue_li22, ~Xiaonan_Song7

Submission Number: 43