| 2026 | ACL | Assessing the Belief Consistency of Large Language Models on the Logical Conversation Process. | Tomoki Tsujimura, Matiss Rikters, Masaki Asada, Shusaku Egami, Tatsuya Ishigaki, Ken Yano, Hiroya Takamura |
| 2026 | EACL | Principled Self-Correction in Discrete Diffusion: A UCB-Guided Framework for Text Generation. | Masaki Asada, Makoto Miwa |
| 2026 | ICAART | RAG-Enhanced Prompt Compression with Need-Oriented Knowledge for Dialog Based Embodied Navigation. | Hiroaki Shimoma, Sudesna Chakraborty, Takeshi Morita, Aoi Ohta, Masaki Asada, Shusaku Egami, Takanori Ugai, Masahiro Hamasaki |
| 2026 | LREC | HOME-KGQA: A Benchmark Dataset for Multimodal Knowledge Graph Question Answering on Household Daily Activities. | Shusaku Egami, Aoi Ohta, Tomoki Tsujimura, Masaki Asada, Tatsuya Ishigaki, Ken Fukuda, Masahiro Hamasaki, Hiroya Takamura |
| 2026 | LREC | ProMQA-Assembly: Multimodal Procedural QA Dataset on Assembly. | Kimihiro Hasegawa, Wiradee Imrattanatrai, Masaki Asada, Susan Holm, Yuran Wang, Xuanang Zhou, Ken Fukuda, Teruko Mitamura |
| 2026 | LREC | VDAct 2.0: Scaling Video-Grounded Dialogue for Event-driven Activity Understanding with LLM-Assisted Filtering. | Wiradee Imrattanatrai, Masaki Asada, Kimihiro Hasegawa, Ken Fukuda, Teruko Mitamura |
| 2025 | AAAI | A Video-grounded Dialogue Dataset and Metric for Event-driven Activities. | Wiradee Imrattanatrai, Masaki Asada, Kimihiro Hasegawa, Zhi-Qi Cheng, Ken Fukuda, Teruko Mitamura |
| 2025 | COLING | Improving Relation Extraction by Sequence-to-sequence-based Dependency Parsing Pre-training. | Masaki Asada, Makoto Miwa |
| 2025 | COLING | Addressing the Training-Inference Discrepancy in Discrete Diffusion for Text Generation. | Masaki Asada, Makoto Miwa |
| 2025 | COLING | ELAINE-medLLM: Lightweight English Japanese Chinese Trilingual Large Language Model for Bio-medical Domain. | Ken Yano, Zheheng Luo, Jimin Huang, Qianqian Xie, Masaki Asada, Chenhan Yuan, Kailai Yang, Makoto Miwa, Sophia Ananiadou, Jun'ichi Tsujii |
| 2025 | HCI | Leveraging Domain-Specific Databases for Seq2Seq-Based Relation Extraction from Materials Science Texts. | Masaki Asada, Ken Fukuda |
| 2025 | NAACL | ProMQA: Question Answering Dataset for Multimodal Procedural Activity Understanding. | Kimihiro Hasegawa, Wiradee Imrattanatrai, Zhi-Qi Cheng, Masaki Asada, Susan Holm, Yuran Wang, Ken Fukuda, Teruko Mitamura |
| 2024 | HCI | Enhancing Relation Extraction from Biomedical Texts by Large Language Models. | Masaki Asada, Ken Fukuda |
| 2018 | ACL | Enhancing Drug-Drug Interaction Extraction from Texts by Molecular Structure Information. | Masaki Asada, Makoto Miwa, Yutaka Sasaki |