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Language Informatics Lab
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A lab that studies natural language processing for AI that collaborates with people.
AboutAbout the lab
Building AI that supports human activity, starting from natural language.
The Language Informatics Lab studies natural language processing for AI that collaborates with people to carry out complex tasks.
The lab aims to have computers understand the language people use in daily life and the information surrounding it, and perform high-level knowledge processing, so that AI can work alongside people on a wide range of tasks.
The lab works on technologies that understand image and speech input together with language, and on technologies that summarize and edit information according to human instructions.
Key terms
- Natural language processing
- Technology for handling the language people use in daily life with computers, including text understanding, generation, and summarization
- Deep learning
- A machine learning method that uses multilayer neural networks to automatically learn features from large amounts of data
- Robustness
- The property of maintaining performance even when the format or content of the input changes
ResearchResearch themes
The lab aims to realize AI that collaborates with people to carry out complex tasks. For AI to collaborate with people at a high level, it must be able to appropriately understand and process various kinds of information, centered on natural language, and to generate and edit the results as natural language. The lab works on these technologies.
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MembersFaculty
- Associate ProfessorItsumi Saito
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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: “Data center infrastructure in the United States” DOE/National Renewable Energy Laboratory (NREL) / Public domain (cropped)
- Understanding, Summarizing, and Editing Language, Images, and Speech: “Backlit keyboard” Colin / CC BY-SA 4.0 (cropped)
- Related lab (Cognitive Psychology and Informatics Lab): “Optical Illusion (67183712)” Dennis Sylvester Hurd / CC BY 2.0 (cropped)
- Related lab (Linguistic Text Analysis Lab): “Tree diagram for "How kind you are"” Brett / CC BY-SA 4.0 (cropped)
- Related lab (Political Communication Lab): “Historical documents in the Swedish National archives” OlesiaLukaniuk (WMUA) / CC BY-SA 4.0 (cropped)
- Related lab (Spatial Planning Science Lab): “PANO-X GIS BASED 360 PANORAMIC AUTOMATION SYSTEM” Panoramicweb / CC BY-SA 4.0 (cropped)
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