| 2026 | ACL | Rethinking the Idiomaticity Decomposability Hypothesis: Evidence from Distributional Learning. | Maggie Mi, Golzar Atefi, Atsuki Yamaguchi, Felix A. Gers, Aline Villavicencio, Nafise Sadat Moosavi |
| 2026 | ACL | Enhancing Linguistic Competence of Language Models through Pre-training with Language Learning Tasks. | Atsuki Yamaguchi, Maggie Mi, Nikolaos Aletras |
| 2026 | ACL | Mitigating Catastrophic Forgetting in Target Language Adaptation of LLMs via Source-Shielded Updates. | Atsuki Yamaguchi, Terufumi Morishita, Aline Villavicencio, Nikolaos Aletras |
| 2026 | EACL | EACL 2026 Student Research Workshop: Mentorship Program Report. | Selene Baez Santamara, Sai Ashish Somayajula, Atsuki Yamaguchi |
| 2024 | AAAI | CHICOT: A Developer-Assistance Toolkit for Code Search with High-Level Contextual Information. | Terufumi Morishita, Yuta Koreeda, Atsuki Yamaguchi, Gaku Morio, Osamu Imaichi, Yasuhiro Sogawa |
| 2024 | COLING | JFLD: A Japanese Benchmark for Deductive Reasoning Based on Formal Logic. | Terufumi Morishita, Atsuki Yamaguchi, Gaku Morio, Hikaru Tomonari, Osamu Imaichi, Yasuhiro Sogawa |
| 2024 | EMNLP | An Empirical Study on Cross-lingual Vocabulary Adaptation for Efficient Language Model Inference. | Atsuki Yamaguchi, Aline Villavicencio, Nikolaos Aletras |
| 2023 | ACL | How do different tokenizers perform on downstream tasks in scriptio continua languages?: A case study in Japanese. | Takuro Fujii, Koki Shibata, Atsuki Yamaguchi, Terufumi Morishita, Yasuhiro Sogawa |
| 2023 | ACL | How does the task complexity of masked pretraining objectives affect downstream performance? | Atsuki Yamaguchi, Hiroaki Ozaki, Terufumi Morishita, Gaku Morio, Yasuhiro Sogawa |
| 2023 | ICML | Learning Deductive Reasoning from Synthetic Corpus based on Formal Logic. | Terufumi Morishita, Gaku Morio, Atsuki Yamaguchi, Yasuhiro Sogawa |
| 2021 | EACL | Dialogue Act-based Breakdown Detection in Negotiation Dialogues. | Atsuki Yamaguchi, Kosui Iwasa, Katsuhide Fujita |
| 2021 | EMNLP | Frustratingly Simple Pretraining Alternatives to Masked Language Modeling. | Atsuki Yamaguchi, George Chrysostomou, Katerina Margatina, Nikolaos Aletras |
| 2020 | AAAI | Breakdown Detection in Negotiation Dialogues (Student Abstract). | Atsuki Yamaguchi, Katsuhide Fujita |