Sugawara, Saku
- Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning Steps
2020/11/02 by Xanh Ho, Anh-Khoa Duong Nguyen, Ho, Xanh +5 · 301 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- MoreHopQA: More Than Multi-hop Reasoning
2024/06/19 by Schnitzler, Julian, Ho, Xanh, Huang, Jiahao +3 · 5 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- What Makes Reading Comprehension Questions Easier?
2018/08/28 by Saku Sugawara, Kentaro Inui, Sugawara, Saku +5 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Embracing Ambiguity: Shifting the Training Target of NLI Models
2021/06/06 by Johannes Mario Meissner, Meissner, Johannes Mario, Napat Thumwanit +5 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
- Debiasing Masks: A New Framework for Shortcut Mitigation in NLU
2022/10/28 by Johannes Mario Meissner, Saku Sugawara, Meissner, Johannes Mario +3 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Can Question Generation Debias Question Answering Models? A Case Study on Question-Context Lexical Overlap
2021/09/23 by Shinoda, Kazutoshi, Sugawara, Saku, Aizawa, Akiko · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- What Makes Reading Comprehension Questions Difficult?
2022/03/12 by Sugawara, Saku, Nangia, Nikita, Warstadt, Alex +1 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Possible Stories: Evaluating Situated Commonsense Reasoning under Multiple Possible Scenarios
2022/09/16 by Mana Ashida, Ashida, Mana, Saku Sugawara +1 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
- Cross-Modal Similarity-Based Curriculum Learning for Image Captioning
2022/12/14 by Hongkuan Zhang, Zhang, Hongkuan, Saku Sugawara +9 · 1 citation
Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
- A Survey on Measuring and Mitigating Reasoning Shortcuts in Machine Reading Comprehension
2022/09/05 by Ho, Xanh, Meissner, Johannes Mario, Sugawara, Saku +1 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Which Shortcut Solution Do Question Answering Models Prefer to Learn?
2022/11/29 by Kazutoshi Shinoda, Saku Sugawara, Shinoda, Kazutoshi +3 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- What Makes Language Models Good-enough?
2024/06/06 by Daiki Asami, Saku Sugawara, Asami, Daiki +1 · 1 citation
Computer Science · #Natural Language Processing Techniques
- 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
- Quality Text, Robust Vision: The Role of Language in Enhancing Visual Robustness of Vision-Language Models
2025/07/22 by Futa Waseda, Saku Sugawara, Waseda, Futa +3 · 1 citation
Psychology · #Safety Warnings and Signage
- TactfulToM: Do LLMs Have the Theory of Mind Ability to Understand White Lies?
2025/09/21 by Liu, Yiwei, Pretty, Emma Jane, Huang, Jiahao +1 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Rationale-Aware Answer Verification by Pairwise Self-Evaluation
2024/10/07 by Akira Kawabata, Saku Sugawara, Kawabata, Akira +1 · 1 citation
Computer Science · Social Sciences · #Topic Modeling #Seismology and Earthquake Studies #Access Control and Trust