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IEICE Trans

Keyword : large language models

Towards Safety Evaluations of Theory of Mind in Large Language Models
Tatsuhiro AOSHIMA Mitsuaki AKIYAMA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2026/06/01
Vol. E109-D  No. 6 ; pp. 757-769
Type of Manuscript:  Special Section PAPER (Special Section on Information and Communication System Security)
Category: 
Keyword: 
large language models, safety evaluations, theory of mind, 
 Summary | Full Text:PDF
A Comparative Study of Reward Functions in Learning Prompt-Based Length Control of LLMs via GRPO
Hayato FUJIKOSHI Takeshi OKADOME 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2026/05/01
Vol. E109-D  No. 5 ; pp. 695-706
Type of Manuscript:  PAPER
Category: Natural Language Processing
Keyword: 
large language models, output length control, reward function design, GRPO, 
 Summary | Full Text:PDF
Attentive Retrieval-Augmented Generation with Large Language Models for Simulation-Data-Enhanced Router Performance Estimation
Kyota HATTORI Tomohiro KORIKAWA Chikako TAKASAKI Takaaki MORIYA 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2026/04/01
Vol. E109-B  No. 4 ; pp. 510-523
Type of Manuscript:  Special Section PAPER (Special Section on Wired and Wireless Network System Technologies in Beyond 5G/6G Era)
Category: 
Keyword: 
attentive retrieval-augmented generation, router performance estimation, large language models, 
 Summary | Full Text:PDF
Attentive Retrieval-Augmented Generation with Large Language Models for Simulation-Data-Enhanced Router Performance Estimation
Kyota HATTORI Tomohiro KORIKAWA Chikako TAKASAKI Takaaki MORIYA 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2026/04/01
Vol. E109-B  No. 4 ; pp. 510-523
Type of Manuscript:  Special Section PAPER (Special Section on Wired and Wireless Network System Technologies in Beyond 5G/6G Era)
Category: 
Keyword: 
attentive retrieval-augmented generation, router performance estimation, large language models, 
 Summary | Full Text:PDF