Atsuki Yamaguchi

32 papers A* 4A 1Journal 16Unranked 10
YearRankTypeTitle / Venue / Authors
2026 — conf
EACL 2026 Student Research Workshop: Mentorship Program Report.
EACL (Student Research Workshop)
Selene Baez Santamaría, Sai Ashish Somayajula, Atsuki Yamaguchi
2026 J jnl
Enhancing Linguistic Competence of Language Models through Pre-training with Language Learning Tasks.
CoRR
Atsuki Yamaguchi, Maggie Mi, Nikolaos Aletras
2026 — ed.
Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2026 - Volume 4: Student Research Workshop, Rabat, Morocco, March 26, 2026
EACL (Student Research Workshop)
Selene Baez Santamaria, Sai Ashish Somayajula, Atsuki Yamaguchi
2025 J jnl
Adapting Chat Language Models Using Only Target Unlabeled Language Data.
Trans. Mach. Learn. Res.
Atsuki Yamaguchi, Terufumi Morishita, Aline Villavicencio, Nikolaos Aletras
2025 J jnl
Is Studying Abroad Really That Special?
J. Nat. Lang. Process.
Atsuki Yamaguchi
2025 J jnl
Mitigating Catastrophic Forgetting in Target Language Adaptation of LLMs via Source-Shielded Updates.
CoRR
Atsuki Yamaguchi, Terufumi Morishita, Aline Villavicencio, Nikolaos Aletras
2025 J jnl
Toward Enhancing Reasoning Capabilities of LLMs: An Approach via Synthetic Logic Corpus.
J. Nat. Lang. Process.
Terufumi Morishita, Gaku Morio, Atsuki Yamaguchi, Yasuhiro Sogawa
2024 J jnl
An Empirical Study on Cross-lingual Vocabulary Adaptation for Efficient Generative LLM Inference.
CoRR
Atsuki Yamaguchi, Aline Villavicencio, Nikolaos Aletras
2024 — conf
An Empirical Study on Cross-lingual Vocabulary Adaptation for Efficient Language Model Inference.
EMNLP (Findings)
Atsuki Yamaguchi, Aline Villavicencio, Nikolaos Aletras
2024 A* conf
CHICOT: A Developer-Assistance Toolkit for Code Search with High-Level Contextual Information.
AAAI
Terufumi Morishita, Yuta Koreeda, Atsuki Yamaguchi, Gaku Morio, Osamu Imaichi, Yasuhiro Sogawa
2024 A* conf
Enhancing Reasoning Capabilities of LLMs via Principled Synthetic Logic Corpus.
NeurIPS
Terufumi Morishita, Gaku Morio, Atsuki Yamaguchi, Yasuhiro Sogawa
2024 J jnl
Enhancing Reasoning Capabilities of LLMs via Principled Synthetic Logic Corpus.
CoRR
Terufumi Morishita, Gaku Morio, Atsuki Yamaguchi, Yasuhiro Sogawa
2024 — conf
JFLD: A Japanese Benchmark for Deductive Reasoning Based on Formal Logic.
LREC/COLING
Terufumi Morishita, Atsuki Yamaguchi, Gaku Morio, Hikaru Tomonari, Osamu Imaichi, Yasuhiro Sogawa
2024 J jnl
Vocabulary Expansion for Low-resource Cross-lingual Transfer.
CoRR
Atsuki Yamaguchi, Aline Villavicencio, Nikolaos Aletras
2024 J jnl
Vocabulary Expansion of Chat Models with Unlabeled Target Language Data.
CoRR
Atsuki Yamaguchi, Terufumi Morishita, Aline Villavicencio, Nikolaos Aletras
2023 — conf
Hitachi at SemEval-2023 Task 3: Exploring Cross-lingual Multi-task Strategies for Genre and Framing Detection in Online News.
SemEval@ACL
Yuta Koreeda, Ken-Ichi Yokote, Hiroaki Ozaki, Atsuki Yamaguchi, Masaya Tsunokake, Yasuhiro Sogawa
2023 — conf
Hitachi at SemEval-2023 Task 4: Exploring Various Task Formulations Reveals the Importance of Description Texts on Human Values.
SemEval@ACL
Masaya Tsunokake, Atsuki Yamaguchi, Yuta Koreeda, Hiroaki Ozaki, Yasuhiro Sogawa
2023 — conf
How do different tokenizers perform on downstream tasks in scriptio continua languages?: A case study in Japanese.
ACL (student)
Takuro Fujii, Koki Shibata, Atsuki Yamaguchi, Terufumi Morishita, Yasuhiro Sogawa
2023 J jnl
How do different tokenizers perform on downstream tasks in scriptio continua languages?: A case study in Japanese.
CoRR
Takuro Fujii, Koki Shibata, Atsuki Yamaguchi, Terufumi Morishita, Yasuhiro Sogawa
2023 — conf
How does the task complexity of masked pretraining objectives affect downstream performance?
ACL (Findings)
Atsuki Yamaguchi, Hiroaki Ozaki, Terufumi Morishita, Gaku Morio, Yasuhiro Sogawa
2023 J jnl
How does the task complexity of masked pretraining objectives affect downstream performance?
CoRR
Atsuki Yamaguchi, Hiroaki Ozaki, Terufumi Morishita, Gaku Morio, Yasuhiro Sogawa
2023 A* conf
Learning Deductive Reasoning from Synthetic Corpus based on Formal Logic.
ICML
Terufumi Morishita, Gaku Morio, Atsuki Yamaguchi, Yasuhiro Sogawa
2023 J jnl
Learning Deductive Reasoning from Synthetic Corpus based on Formal Logic.
CoRR
Terufumi Morishita, Gaku Morio, Atsuki Yamaguchi, Yasuhiro Sogawa
2023 J jnl
Team Hitachi at SemEval-2023 Task 3: Exploring Cross-lingual Multi-task Strategies for Genre and Framing Detection in Online News.
CoRR
Yuta Koreeda, Ken-Ichi Yokote, Hiroaki Ozaki, Atsuki Yamaguchi, Masaya Tsunokake, Yasuhiro Sogawa
2023 J jnl
appjsonify: An Academic Paper PDF-to-JSON Conversion Toolkit.
CoRR
Atsuki Yamaguchi, Terufumi Morishita
2022 — conf
Hitachi at SemEval-2022 Task 10: Comparing Graph- and Seq2Seq-based Models Highlights Difficulty in Structured Sentiment Analysis.
SemEval@NAACL
Gaku Morio, Hiroaki Ozaki, Atsuki Yamaguchi, Yasuhiro Sogawa
2022 — conf
Hitachi at SemEval-2022 Task 2: On the Effectiveness of Span-based Classification Approaches for Multilingual Idiomaticity Detection.
SemEval@NAACL
Atsuki Yamaguchi, Gaku Morio, Hiroaki Ozaki, Yasuhiro Sogawa
2021 A conf
Dialogue Act-based Breakdown Detection in Negotiation Dialogues.
EACL
Atsuki Yamaguchi, Kosui Iwasa, Katsuhide Fujita
2021 — conf
Frustratingly Simple Pretraining Alternatives to Masked Language Modeling.
EMNLP (1)
Atsuki Yamaguchi, George Chrysostomou, Katerina Margatina, Nikolaos Aletras
2021 J jnl
Frustratingly Simple Pretraining Alternatives to Masked Language Modeling.
CoRR
Atsuki Yamaguchi, George Chrysostomou, Katerina Margatina, Nikolaos Aletras
2021 J jnl
Team Hitachi @ AutoMin 2021: Reference-free Automatic Minuting Pipeline with Argument Structure Construction over Topic-based Summarization.
CoRR
Atsuki Yamaguchi, Gaku Morio, Hiroaki Ozaki, Ken-Ichi Yokote, Kenji Nagamatsu
2020 A* conf
Breakdown Detection in Negotiation Dialogues (Student Abstract).
AAAI
Atsuki Yamaguchi, Katsuhide Fujita