| 2026 | ACL | Debiasing Reward Models via Causally Motivated Inference-Time Intervention. | Kazutoshi Shinoda, Kosuke Nishida, Kyosuke Nishida |
| 2026 | LREC | InstructSum: A Benchmark to Evaluate Instruction-Following Capability of Large Language Models in Summarization. | Kosuke Nishida, Kyosuke Nishida, Itsumi Saito |
| 2025 | AAAI | Explanation Bottleneck Models. | Shin'ya Yamaguchi, Kosuke Nishida |
| 2025 | IJCNLP | Learning from Hallucinations: Mitigating Hallucinations in LLMs via Internal Representation Intervention. | Sora Kadotani, Kosuke Nishida, Kyosuke Nishida |
| 2024 | EMNLP | Initialization of Large Language Models via Reparameterization to Mitigate Loss Spikes. | Kosuke Nishida, Kyosuke Nishida, Kuniko Saito |
| 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 |
| 2023 | EACL | Self-Adaptive Named Entity Recognition by Retrieving Unstructured Knowledge. | Kosuke Nishida, Naoki Yoshinaga, Kyosuke Nishida |
| 2023 | PACLIC | Sparse Neural Retrieval Model for Efficient Cross-Domain Retrieval-Based Question Answering. | Kosuke Nishida, Naoki Yoshinaga, Kyosuke Nishida |
| 2022 | NAACL | Improving Few-Shot Image Classification Using Machine- and User-Generated Natural Language Descriptions. | Kosuke Nishida, Kyosuke Nishida, Shuichi Nishioka |
| 2021 | ACL | Task-adaptive Pre-training of Language Models with Word Embedding Regularization. | Kosuke Nishida, 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 |