Naoya Inoue

Japan Advanced Institute of Science and Technology — Japan

Computer Science · Physical Sciences

14h-index774citations118works0.12yr avg
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Research Topics

Topic Modeling(58), Natural Language Processing Techniques(51), Semantic Web and Ontologies(15), Software Engineering Research(12), Bayesian Modeling and Causal Inference(8)

Publications118 total

Mechanism of Task-oriented Information Removal in In-context Learning
arXiv (Cornell University)·2025Open Access
The Transfer Neurons Hypothesis: An Underlying Mechanism for Language Latent Space Transitions in Multilingual LLMs
arXiv (Cornell University)·2025Open Access
Non-Interactive Symbolic-Aided Chain-of-Thought for Logical Reasoning
arXiv (Cornell University)·2025Open Access
Improve Smart Contract Vulnerability Explanation with Synthetic Data and Chain-of-Thought Prompting
Lecture notes in computer science·2025
On Effects of Steering Latent Representation for Large Language Model Unlearning
Proceedings of the AAAI Conference on Artificial Intelligence·2025Open Access
Affinity and Diversity: A Unified Metric for Demonstration Selection via Internal Representations
arXiv (Cornell University)·2025Open Access
Improving LLM Unlearning Robustness via Random Perturbations
arXiv (Cornell University)·2025Open Access
StaICC: Standardized Evaluation for Classification Task in In-context Learning
arXiv (Cornell University)·2025Open Access
The 30th Anniversary Initiatives of the Association for Natural Language Processing
Journal of Natural Language Processing·2025Open Access
LLM DEBATE OPPONENT : Counter-argument Generation focusing on Implicit and Critical Premises
2025Open Access
CyLLM-DAP: Cybersecurity Domain-Adaptive Pre-Training Framework of Large Language Models
2025Open Access
Identification of Multiple Logical Interpretations in Counter-Arguments
2025Open Access
The Transfer Neurons Hypothesis: An Underlying Mechanism for Language Latent Space Transitions in Multilingual LLMs
2025Open Access
Comparison of Sargassum community succession between artificial and natural reefs in Wakasa Bay, Japan
Landscape and Ecological Engineering·2024· 1 cited
Secular change in seaweed species composition and coverage of Sargassaceae on the artificial reef in Wakasa Bay, Japan
Environmental Monitoring and Assessment·2024
Revisiting In-context Learning Inference Circuit in Large Language Models
arXiv (Cornell University)·2024Open Access
Secular change in seaweed species composition and coverage of Sargassaceae on the artificial reef in Wakasa Bay, Japan
2024Open Access
On Effects of Steering Latent Representation for Large Language Model Unlearning
arXiv (Cornell University)·2024Open Access
Flee the Flaw: Annotating the Underlying Logic of Fallacious Arguments Through Templates and Slot-filling
arXiv (Cornell University)·2024Open Access
Comparison of seaweed species composition and coverage of Sargassum and Myagropsis communities between artificial and natural reefs in Wakasa Bay, Japan
Research Square (Research Square)·2024Open Access
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Frequent Co-authors

Kentaro Inui(34), Paul Reisert(13), Hiroki Ouchi(5), Naoaki Okazaki(5), Keshav Singh(4), Tatsuki Kuribayashi(4), Pride Kavumba(3), Farjana Sultana Mim(3), Sosuke Kobayashi(3), Ryu Iida(3), Qin Dai(3), Ryo Takahashi(3), Kazeto Yamamoto(3), Benjamin Heinzerling(2), Toshinori Miyoshi(2), Jun Suzuki(2), Andrew S. Gordon(2), Mamoru Komachi(2), Ekaterina Ovchinnikova(2), Jerry R. Hobbs(2)