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Okazaki, Naoaki

  1. Continual Pre-Training for Cross-Lingual LLM Adaptation: Enhancing Japanese Language Capabilities
    2024/04/27 by Fujii, Kazuki, Nakamura, Taishi, Loem, Mengsay +7 · 20 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  2. OUTFOX: LLM-Generated Essay Detection Through In-Context Learning with Adversarially Generated Examples
    2023/07/21 by Ryuto Koike, Koike, Ryuto, Masahiro Kaneko +3 · 9 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection
  3. Positional Encoding to Control Output Sequence Length
    2019/04/16 by Takase, Sho, Okazaki, Naoaki · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  4. Evaluating Gender Bias in Large Language Models via Chain-of-Thought Prompting
    2024/01/28 by Masahiro Kaneko, Danushka Bollegala, Kaneko, Masahiro +5 · 8 citations
    Computer Science · #Topic Modeling #Hate Speech and Cyberbullying Detection
  5. DREEAM: Guiding Attention with Evidence for Improving Document-Level Relation Extraction
    2023/02/17 by Youmi Ma, An Wang, Ma, Youmi +3 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
  6. Debiasing isn't enough! -- On the Effectiveness of Debiasing MLMs and their Social Biases in Downstream Tasks
    2022/10/06 by Masahiro Kaneko, Danushka Bollegala, Kaneko, Masahiro +3 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  7. Social Bias Evaluation for Large Language Models Requires Prompt Variations
    2024/07/03 by Rem Hida, Hida, Rem, Masahiro Kaneko +3 · 6 citations
    Computer Science · Social Sciences · #Topic Modeling #Computational and Text Analysis Methods #Natural Language Processing Techniques
  8. Gender Bias in Masked Language Models for Multiple Languages
    2022/05/01 by Kaneko, Masahiro, Imankulova, Aizhan, Bollegala, Danushka +1 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  9. Two Counterexamples to Tokenization and the Noiseless Channel
    2024/02/22 by Marco Cognetta, Vilém Zouhar, Cognetta, Marco +5 · 4 citations
    Computer Science · #Cellular Automata and Applications
  10. It's Easier to Translate out of English than into it: Measuring Neural Translation Difficulty by Cross-Mutual Information
    2020/05/05 by Bugliarello, Emanuele, Mielke, Sabrina J., Anastasopoulos, Antonios +2 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  11. Sampling-based Pseudo-Likelihood for Membership Inference Attacks
    2024/04/17 by Kaneko, Masahiro, Ma, Youmi, Wata, Yuki +1 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  12. Vision Language Model-based Caption Evaluation Method Leveraging Visual Context Extraction
    2024/02/28 by Maeda, Koki, Kurita, Shuhei, Miyanishi, Taiki +1 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  13. PLOG: Table-to-Logic Pretraining for Logical Table-to-Text Generation
    2022/05/25 by Liu, Ao, Dong, Haoyu, Okazaki, Naoaki +2 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  14. HMoE: Heterogeneous Mixture of Experts for Language Modeling
    2024/08/20 by An Wang, Wang, An, Xingwu Sun +21 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  15. SciCap+: A Knowledge Augmented Dataset to Study the Challenges of Scientific Figure Captioning
    2023/06/06 by Yang, Zhishen, Dabre, Raj, Tanaka, Hideki +1 · 2 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  16. Exploring Effectiveness of GPT-3 in Grammatical Error Correction: A Study on Performance and Controllability in Prompt-Based Methods
    2023/05/29 by Loem, Mengsay, Kaneko, Masahiro, Takase, Sho +1 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  17. Controlled Generation with Prompt Insertion for Natural Language Explanations in Grammatical Error Correction
    2023/09/20 by Kaneko, Masahiro, Okazaki, Naoaki · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  18. A Neural Language Model for Dynamically Representing the Meanings of\n Unknown Words and Entities in a Discourse
    2017/09/06 by Sosuke Kobayashi, Naoaki Okazaki, Kobayashi, Sosuke +3 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
  19. The Impact of Debiasing on the Performance of Language Models in Downstream Tasks is Underestimated
    2023/09/16 by Masahiro Kaneko, Danushka Bollegala, Kaneko, Masahiro +3 · 2 citations
    Computer Science · Medicine · #Topic Modeling #Artificial Intelligence in Healthcare and Education
  20. Enhancing Machine Translation with Dependency-Aware Self-Attention
    2019/09/06 by Bugliarello, Emanuele, Okazaki, Naoaki · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  21. Rewriting Pre-Training Data Boosts LLM Performance in Math and Code
    2025/05/05 by Fujii, Kazuki, Tajima, Yukito, Mizuki, Sakae +13 · 5 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  22. Building a Large Japanese Web Corpus for Large Language Models
    2024/04/27 by Naoaki Okazaki, Okazaki, Naoaki, Kakeru Hattori +17 · 2 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  23. Constructing Multimodal Datasets from Scratch for Rapid Development of a Japanese Visual Language Model
    2024/10/30 by Sasagawa, Keito, Maeda, Koki, Sugiura, Issa +3 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  24. Joint Optimization of Tokenization and Downstream Model
    2021/05/26 by Tatsuya Hiraoka, Hiraoka, Tatsuya, Sho Takase +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  25. Learning Semantically and Additively Compositional Distributional Representations
    2016/06/08 by Ran Tian, Naoaki Okazaki, Tian, Ran +3 · 1 citation
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Semantic Web and Ontologies
  26. Reducing Sequence Length by Predicting Edit Operations with Large Language Models
    2023/05/19 by Masahiro Kaneko, Naoaki Okazaki, Kaneko, Masahiro +1 · 1 citation
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
  27. How You Prompt Matters! Even Task-Oriented Constraints in Instructions Affect LLM-Generated Text Detection
    2023/11/14 by Ryuto Koike, Koike, Ryuto, Masahiro Kaneko +3 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #Text Readability and Simplification
  28. Evaluating Gender Bias of Pre-trained Language Models in Natural Language Inference by Considering All Labels
    2023/09/18 by Anantaprayoon, Panatchakorn, Kaneko, Masahiro, Okazaki, Naoaki · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  29. SAIE Framework: Support Alone Isn't Enough -- Advancing LLM Training with Adversarial Remarks
    2023/11/14 by Loem, Mengsay, Kaneko, Masahiro, Okazaki, Naoaki · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  30. An Analysis of BPE Vocabulary Trimming in Neural Machine Translation
    2024/03/30 by Marco Cognetta, Tatsuya Hiraoka, Cognetta, Marco +7 · 1 citation
    Computer Science · #Natural Language Processing Techniques
  31. LLM-jp: A Cross-organizational Project for the Research and Development of Fully Open Japanese LLMs
    2024/07/04 by LLM-Jp, :, Aizawa, Akiko +80 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  32. Knowledge of Pretrained Language Models on Surface Information of Tokens
    2024/02/15 by Tatsuya Hiraoka, Naoaki Okazaki, Hiraoka, Tatsuya +1 · 1 citation
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Semantic Web and Ontologies
  33. Tokenization as Finite-State Transduction
    2024/10/21 by Cognetta, Marco, Okazaki, Naoaki · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Formal Languages and Automata Theory (cs.FL)
  34. Multi-modal, Multi-task, Multi-criteria Automatic Evaluation with Vision Language Models
    2024/12/19 by Masanari Ohi, Ohi, Masanari, Masahiro Kaneko +5 · 1 citation
    Computer Science · #Multimodal Machine Learning Applications #Speech and dialogue systems #Natural Language Processing Techniques