publications

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2023

  1. A Multi-Modal Multilingual Benchmark for Document Image Classification
    Yoshinari Fujinuma*, Siddharth Varia*, Nishant Sankaran, Srikar Appalaraju, Bonan Min, and Yogarshi Vyas
    In Proceedings of the Findings of Empirical Methods in Natural Language Processing (EMNLP), 2023
    License: CC-BY-SA 4.0 for Wikipedia texts, CC-BY-4.0 for Eurlex documents
  2. Comparing Biases and the Impact of Multilingual Training across Multiple Languages
    Sharon Levy, Neha Anna John, Ling Liu, Yogarshi Vyas, Jie Ma, Yoshinari Fujinuma, Miguel Ballesteros, Vittorio Castelli, and Dan Roth
    In Proceedings of the Empirical Methods in Natural Language Processing (EMNLP), 2023
  3. Diable: Efficient Dialogue State Tracking as Operations on Tables
    Pietro Lesci, Yoshinari Fujinuma, Momchil Hardalov, Chao Shang, and Lluis Marquez
    In Proceedings of the Findings of Association for Computational Linguistics (ACL), 2023

2022

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    Match the Script, Adapt if Multilingual: Analyzing the Effect of Multilingual Pretraining on Cross-lingual Transferability
    Yoshinari Fujinuma, Jordan Boyd-Graber, and Katharina Kann
    In Proceedings of the Association for Computational Linguistics (ACL), 2022

2021

  1. Semi-Supervised Joint Estimation of Word and Document Readability
    Yoshinari Fujinuma, and Masato Hagiwara
    In Proceedings of the Fifteenth Workshop on Graph-Based Methods for Natural Language Processing (TextGraphs-15), 2021

2020

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    Why Overfitting Isn’t Always Bad: Retrofitting Cross-Lingual Word Embeddings to Dictionaries
    Mozhi Zhang*, Yoshinari Fujinuma*, Michael J. Paul, and Jordan Boyd-Graber
    In Proceedings of the Association for Computational Linguistics (ACL), 2020
  2. Exploiting Cross-Lingual Subword Similarities in Low-Resource Document Classification
    Mozhi Zhang, Yoshinari Fujinuma, and Jordan Boyd-Graber
    In The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI), 2020

2019

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    A Resource-Free Evaluation Metric for Cross-Lingual Word Embeddings based on Graph Modularity
    Yoshinari Fujinuma, Jordan Boyd-Graber, and Michael J. Paul
    In Proceedings of the Association for Computational Linguistics (ACL), 2019
  2. Zika discourse in the Americas: A multilingual topic analysis of Twitter
    Dasha Pruss, Yoshinari Fujinuma, Ashlynn R. Daughton, Michael J. Paul, Brad Arnot, Danielle Albers Szafir, and Jordan Boyd-Graber
    PLOS ONE, May 2019

2018

  1. Exploiting Cross-Lingual Subword Similarities in Low-Resource Document Classification
    Mozhi Zhang, Yoshinari Fujinuma, and Jordan Boyd-Graber
    In ACL Workshop on Deep Learning Approaches for Low-Resource Natural Language Processing, May 2018

2017

  1. Substring Frequency Features for Segmentation of Japanese Katakana Words with Unlabeled Corpora
    Yoshinari Fujinuma, and Alvin Grissom II
    In Proceedings of the Eighth International Joint Conference on Natural Language Processing (IJCNLP), May 2017

2015

  1. Distant-supervised Language Model for Detecting Emotional Upsurge on Twitter
    Yoshinari Fujinuma, Hikaru Yokono, Pascual Martı́nez-Gómez, and Akiko Aizawa
    In Proceedings of the 29th Pacific Asia Conference on Language, Information and Computation (PACLIC), May 2015