Elith Selects Sponsor Award at the Linguistic Society of Japan Conference
Elith presents a sponsor award for LLM safety research at the Linguistic Society of Japan conference.
📋 Article Processing Timeline
- 📰 Published: March 28, 2026 at 21:21
- 🤖 AI Analyzed: May 26, 2026 at 21:27 (1416h 5m after Published)

Elith Co., Ltd. presented the sponsor award "Elith Award" at the Linguistic Society of Japan conference to the research "Influence of Formal Information in Training Data on LLM Safety during Fine-tuning" by Yuto Okuda and Masayoshi Tsuruoka (The University of Tokyo).
This research reveals that the safety of LLMs decreases as the complexity of training data formats increases, and demonstrates a trade-off with task performance through format-separated learning, highlighting the importance of balancing both safety and performance.
Elith also emphasizes the balance between safety and performance in fine-tuning LLMs for its clients, and highly values the insights from this research, selecting it for the sponsor award.
Elith will continue to work towards the widespread adoption of safe and reliable AI technology.


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■About Elith Co., Ltd.
Elith Co., Ltd. is a tech company that collaborates with clients to discover challenges and co-create optimal solutions using AI. We provide a comprehensive range of services, including AI solutions for various industries such as manufacturing, finance, and healthcare, as well as consulting, development of generative AI, LLMs, and image AI, and AI education/advisory services.
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FAQ
What award did Elith Co., Ltd. present at the Linguistic Society of Japan conference?
Elith Co., Ltd. presented the sponsor award named the "Elith Award" at the Linguistic Society of Japan conference.
Which research received the Elith Award and from which institution?
The research titled "Influence of Formal Information in Training Data on LLM Safety during Fine-tuning" by Yuto Okuda and Masayoshi Tsuruoka from The University of Tokyo received the Elith Award.
What key finding did the awarded research reveal about LLM safety?
The awarded research revealed that the safety of Large Language Models (LLMs) tends to decrease as the complexity of training data formats increases.
How does Elith Co., Ltd. view the balance between safety and performance in LLM fine-tuning?
Elith Co., Ltd. emphasizes the importance of balancing both safety and performance when fine-tuning LLMs for its clients, valuing the insights from the awarded research.
What kind of services does Elith Co., Ltd. offer to businesses regarding AI?
Elith Co., Ltd. offers a comprehensive range of services including AI solutions, consulting, development of generative AI, LLMs, image AI, and AI education/advisory services, and accepts consultations on AI introduction and development.