Itsumi Saito

According to our database, Itsumi Saito authored at least 17 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

How Well Do Vision Models Encode Diagram Attributes?

Haruto Yoshida, Keito Kudo, Yoichi Aoki, Ryota Tanaka, Itsumi Saito, Keisuke Sakaguchi, Kentaro Inui

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics, 2024

2023

SlideVQA: A Dataset for Document Visual Question Answering on Multiple Images.

Ryota Tanaka, Kyosuke Nishida, Kosuke Nishida, Taku Hasegawa, Itsumi Saito, Kuniko Saito

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Japanese ASR-Robust Pre-trained Language Model with Pseudo-Error Sentences Generated by Grapheme-Phoneme Conversion.

Yasuhito Ohsugi, Itsumi Saito, Kyosuke Nishida, Sen Yoshida

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

2021

Towards Interpretable and Reliable Reading Comprehension: A Pipeline Model with Unanswerability Prediction.

Kosuke Nishida, Kyosuke Nishida, Itsumi Saito, Sen Yoshida

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

Abstractive Summarization with Combination of Pre-trained Sequence-to-Sequence and Saliency Models.

Itsumi Saito, Kyosuke Nishida, Kosuke Nishida, Junji Tomita

CoRR, 2020

Length-controllable Abstractive Summarization by Guiding with Summary Prototype.

Itsumi Saito, Kyosuke Nishida, Kosuke Nishida, Atsushi Otsuka, Hisako Asano, Junji Tomita, Hiroyuki Shindo, Yuji Matsumoto

CoRR, 2020

Unsupervised Domain Adaptation of Language Models for Reading Comprehension.

Kosuke Nishida, Kyosuke Nishida, Itsumi Saito, Hisako Asano, Junji Tomita

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

2019

A Simple but Effective Method to Incorporate Multi-turn Context with BERT for Conversational Machine Comprehension.

Yasuhito Ohsugi, Itsumi Saito, Kyosuke Nishida, Hisako Asano, Junji Tomita

CoRR, 2019

Generalized Large-Context Language Models Based on Forward-Backward Hierarchical Recurrent Encoder-Decoder Models.

Ryo Masumura, Mana Ihori, Tomohiro Tanaka, Itsumi Saito, Kyosuke Nishida, Takanobu Oba

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

Multi-style Generative Reading Comprehension.

Kyosuke Nishida, Itsumi Saito, Kosuke Nishida, Kazutoshi Shinoda, Atsushi Otsuka, Hisako Asano, Junji Tomita

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Answering while Summarizing: Multi-task Learning for Multi-hop QA with Evidence Extraction.

Kosuke Nishida, Kyosuke Nishida, Masaaki Nagata, Atsushi Otsuka, Itsumi Saito, Hisako Asano, Junji Tomita

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Commonsense Knowledge Base Completion and Generation.

Itsumi Saito, Kyosuke Nishida, Hisako Asano, Junji Tomita

Proceedings of the 22nd Conference on Computational Natural Language Learning, 2018

Retrieve-and-Read: Multi-task Learning of Information Retrieval and Reading Comprehension.

Kyosuke Nishida, Itsumi Saito, Atsushi Otsuka, Hisako Asano, Junji Tomita

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017

Improving Neural Text Normalization with Data Augmentation at Character- and Morphological Levels.

Itsumi Saito, Jun Suzuki, Kyosuke Nishida, Kugatsu Sadamitsu, Satoshi Kobashikawa, Ryo Masumura, Yuji Matsumoto, Junji Tomita

Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

Automatically Extracting Variant-Normalization Pairs for Japanese Text Normalization.

Itsumi Saito, Kyosuke Nishida, Kugatsu Sadamitsu, Kuniko Saito, Junji Tomita

Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

2016

Name Translation based on Fine-grained Named Entity Recognition in a Single Language.

Kugatsu Sadamitsu, Itsumi Saito, Taichi Katayama, Hisako Asano, Yoshihiro Matsuo

Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

2014

Morphological Analysis for Japanese Noisy Text based on Character-level and Word-level Normalization.

Itsumi Saito, Kugatsu Sadamitsu, Hisako Asano, Yoshihiro Matsuo

Proceedings of the COLING 2014, 2014