| 2026 | LREC | InstructSum: A Benchmark to Evaluate Instruction-Following Capability of Large Language Models in Summarization. | Kosuke Nishida, Kyosuke Nishida, Itsumi Saito |
| 2025 | ICLR | Sketch2Diagram: Generating Vector Diagrams from Hand-Drawn Sketches. | Itsumi Saito, Haruto Yoshida, Keisuke Sakaguchi |
| 2024 | ACL | How Well Do Vision Models Encode Diagram Attributes? | Haruto Yoshida, Keito Kudo, Yoichi Aoki, Ryota Tanaka, Itsumi Saito, Keisuke Sakaguchi, Kentaro Inui |
| 2023 | AAAI | SlideVQA: A Dataset for Document Visual Question Answering on Multiple Images. | Ryota Tanaka, Kyosuke Nishida, Kosuke Nishida, Taku Hasegawa, Itsumi Saito, Kuniko Saito |
| 2022 | Interspeech | Japanese ASR-Robust Pre-trained Language Model with Pseudo-Error Sentences Generated by Grapheme-Phoneme Conversion. | Yasuhito Ohsugi, Itsumi Saito, Kyosuke Nishida, Sen Yoshida |
| 2021 | IJCNN | Towards Interpretable and Reliable Reading Comprehension: A Pipeline Model with Unanswerability Prediction. | Kosuke Nishida, Kyosuke Nishida, Itsumi Saito, Sen Yoshida |
| 2020 | LREC | Unsupervised Domain Adaptation of Language Models for Reading Comprehension. | Kosuke Nishida, Kyosuke Nishida, Itsumi Saito, Hisako Asano, Junji Tomita |
| 2019 | ACL | 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 |
| 2019 | ACL | Multi-style Generative Reading Comprehension. | Kyosuke Nishida, Itsumi Saito, Kosuke Nishida, Kazutoshi Shinoda, Atsushi Otsuka, Hisako Asano, Junji Tomita |
| 2019 | ASRU | 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 |
| 2018 | CIKM | Retrieve-and-Read: Multi-task Learning of Information Retrieval and Reading Comprehension. | Kyosuke Nishida, Itsumi Saito, Atsushi Otsuka, Hisako Asano, Junji Tomita |
| 2018 | CoNLL | Commonsense Knowledge Base Completion and Generation. | Itsumi Saito, Kyosuke Nishida, Hisako Asano, Junji Tomita |
| 2017 | IJCNLP | Automatically Extracting Variant-Normalization Pairs for Japanese Text Normalization. | Itsumi Saito, Kyosuke Nishida, Kugatsu Sadamitsu, Kuniko Saito, Junji Tomita |
| 2017 | IJCNLP | 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 |
| 2016 | LREC | Name Translation based on Fine-grained Named Entity Recognition in a Single Language. | Kugatsu Sadamitsu, Itsumi Saito, Taichi Katayama, Hisako Asano, Yoshihiro Matsuo |
| 2014 | COLING | Morphological Analysis for Japanese Noisy Text based on Character-level and Word-level Normalization. | Itsumi Saito, Kugatsu Sadamitsu, Hisako Asano, Yoshihiro Matsuo |