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Aizawa, Akiko

  1. 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 · 298 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  2. A Study of Position Bias in Digital Library Recommender Systems
    2018/02/19 by Andrew Collins, Dominika Tkaczyk, Collins, Andrew +5 · 3 citations
    Computer Science · Decision Sciences · #Recommender Systems and Techniques #Information Retrieval and Search Behavior #Advanced Bandit Algorithms Research
  3. Can LLMs Master Math? Investigating Large Language Models on Math Stack Exchange
    2024/03/30 by Ankit Satpute, Noah Gießing, Satpute, Ankit +11 · 5 citations
    Computer Science · #Mathematics, Computing, and Information Processing
  4. A Conditional Variational Framework for Dialog Generation
    2017/04/30 by Shen, Xiaoyu, Su, Hui, Li, Yanran +5 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  5. 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
  6. 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
  7. 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
  8. LLM-as-a-Judge: Reassessing the Performance of LLMs in Extractive QA
    2025/04/16 by Ho, Xanh, Huang, Jiahao, Boudin, Florian +1 · 7 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  9. Leveraging Monolingual Data for Crosslingual Compositional Word Representations
    2014/12/19 by Hubert Soyer, Pontus Stenetorp, Soyer, Hubert +3 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text and Document Classification Technologies
  10. 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
  11. TWOLAR: a TWO-step LLM-Augmented distillation method for passage Reranking
    2024/03/26 by Baldelli, Davide, Jiang, Junfeng, Aizawa, Akiko +1 · 3 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  12. Category-Based Deep CCA for Fine-Grained Venue Discovery from Multimodal Data
    2018/05/08 by Yu, Yi, Tang, Suhua, Aizawa, Kiyoharu +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  13. A Natural Language Corpus of Common Grounding under Continuous and Partially-Observable Context
    2019/07/08 by Takuma Udagawa, Akiko Aizawa, Udagawa, Takuma +1 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
  14. Deconstruct to Reconstruct a Configurable Evaluation Metric for Open-Domain Dialogue Systems
    2020/11/01 by Vitou Phy, Phy, Vitou, Yang Zhao +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  15. Effect of Visual Extensions on Natural Language Understanding in Vision-and-Language Models
    2021/04/16 by Taichi Iki, Iki, Taichi, Akiko Aizawa +1 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  16. 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
  17. JMedBench: A Benchmark for Evaluating Japanese Biomedical Large Language Models
    2024/09/20 by Jiang, Junfeng, Huang, Jiahao, Aizawa, Akiko · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  18. Gender Biases and Where to Find Them: Exploring Gender Bias in Pre-Trained Transformer-based Language Models Using Movement Pruning
    2022/07/06 by Przemyslaw Joniak, Joniak, Przemyslaw, Akiko Aizawa +1 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  19. 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
  20. 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
  21. Which Shortcut Solution Do Question Answering Models Prefer to Learn?
    2022/11/29 by Kazutoshi Shinoda, Shinoda, Kazutoshi, Saku Sugawara +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
  22. Mr. DLib: Recommendations-as-a-Service (RaaS) for Academia
    2017/03/27 by Beel, Joeran, Aizawa, Akiko, Breitinger, Corinna +1 · 1 citation
    #Digital Libraries (cs.DL) #FOS: Computer and information sciences #H.3.3 #H.3.7 #Information Retrieval (cs.IR)
  23. The Architecture of Mr. DLib's Scientific Recommender-System API
    2018/11/26 by Beel, Joeran, Collins, Andrew, Aizawa, Akiko · 1 citation
    #Artificial Intelligence (cs.AI) #Digital Libraries (cs.DL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  24. SKT5SciSumm -- Revisiting Extractive-Generative Approach for Multi-Document Scientific Summarization
    2024/02/27 by To, Huy Quoc, Liu, Ming, Huang, Guangyan +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  25. 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
  26. MAGPIE: Multi-Task Media-Bias Analysis Generalization for Pre-Trained Identification of Expressions
    2024/02/27 by Tomáš Horych, Martin Wessel, Horych, Tomáš +15 · 1 citation
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
  27. The Promises and Pitfalls of LLM Annotations in Dataset Labeling: a Case Study on Media Bias Detection
    2024/11/17 by Tomáš Horych, Horych, Tomas, Mandl, Christoph +10 · 1 citation
    Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences