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Natural Language Processing Lab
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The lab aims to build autonomously acting AI through large language models and AI agents.
AboutAbout the lab
Toward AI that reasons with diverse knowledge and acts autonomously.
The Natural Language Processing Lab studies large language models (LLMs) and AI agents, working toward AI that reasons, plans, and acts autonomously.
It is a new lab established in April 2026, within the Faculty of Interdisciplinary Information Sciences at Tokyo University of Science.
Its main current themes are search agents and large language models that handle diverse knowledge.
Key terms
- Large Language Model (LLM)
- An AI model that learns how language is used from large amounts of text and can understand and write text
- AI Agent
- AI that thinks for itself, makes plans, and acts toward a goal
- Search Agent
- AI that autonomously repeats searching and reasoning, integrates the information it collects, and answers based on evidence
NewsLab news
View More ↗ResearchResearch themes
The lab aims to realize AI that reasons and plans based on diverse knowledge and acts autonomously. Through research on large language models and AI agents, it works on topics such as search agents.
*Illustrative imageSearch Agents
The lab studies AI that autonomously repeats searching and reasoning using diverse sources such as the web, academic literature, and internal organizational documents, then integrates the information it gathers and answers based on evidence.
*Illustrative imageLarge Language Models That Handle Diverse Knowledge
The lab studies models that can flexibly handle diverse knowledge, such as advanced specialized knowledge, knowledge specific to organizations or individuals, and knowledge that requires frequent updates.
MembersFaculty
- ProfessorIkuya Yamada
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Report an errorAbout the images
The top and research theme images are illustrative and were not taken at the lab. They are cropped from Wikimedia Commons images. Cropped CC BY-SA images are provided under the same CC BY-SA license as the original (version shown on each line).
- Top image: “Google server, circa 1999, Computer History Museum” The wub / CC BY-SA 4.0 (cropped)
- Search Agents: “Schlagwortkatalog” Dr. Marcus Gossler / CC BY-SA 3.0 (cropped)
- Large Language Models That Handle Diverse Knowledge: “Pleiades supercomputer racks 2” Oleg Alexandrov / CC BY-SA 4.0 (cropped)
- Related lab (植松研究室): “Inside a card catalog at the Indiana State Library - ask the librarian” TBurmeister (WMF) / CC BY-SA 4.0 (cropped)
- Related lab (原田研究室): “Obstacle avoidance robot car” Anani A. George / CC0 (cropped)
- Related lab (松澤研究室): “An UAV displayed by Vyomik drones at Amaravati Drone summit (02)” iMahesh / CC BY-SA 4.0 (cropped)
- Related lab (秦野研究室): “Battle field with chess board” Carlos Valenzuela / CC BY-SA 4.0 (cropped)
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