Derivational Probing: Unveiling the Layer-wise Construction of Syntactic Structures in Neural Language Models
Taiga Someya, Ryo Yoshida, Hitomi Yanaka, Yohei Oseki
CoNLL 2025
★ Oral
Publications
2025
Information Locality as an Inductive Bias for Neural Language Models
Taiga Someya, Anej Svete, Brian DuSell, Timothy J. O'Donnell, Mario Giulianelli, Ryan Cotterell
ACL 2025
★ Oral + Panel (Top 0.8%)
If Attention Serves as a Cognitive Model of Human Memory Retrieval, What is the Plausible Memory Representation?
Ryo Yoshida, Shinnosuke Isono, Kohei Kajikawa, Taiga Someya, Yushi Sugimoto, Yohei Oseki
ACL 2025
Live Football Commentary (LFC): A Large-Scale Dataset for Building Football Commentary Generation Models
Taiga Someya, Tatsuya Ishigaki, Hiroya Takamura
INLG 2025
2024
Targeted Syntactic Evaluations on the Chomsky Hierarchy
Taiga Someya, Ryo Yoshida, Yohei Oseki
LREC-COLING 2024
★ Best Paper Award (1/1554; Top 0.06%)
Tree-Planted Transformers: Unidirectional Transformer Language Models with Implicit Syntactic Supervision
Ryo Yoshida, Taiga Someya, Yohei Oseki
ACL 2024 Findings
FootballGPT: Counterfactual Evaluation With a Foundation Model for Football
Taiga Someya, Atom Scott, Keisuke Fujii, Hidehisa Akiyama, Tomoharu Nakashima, Hitomi Yanaka
Opta Forum 2024
Interpretable Low-Dimensional Modeling of Spatiotemporal Agent States for Decision Making in Football Tactics
Kenjiro Ide, Taiga Someya, Kohei Kawaguchi, Keisuke Fujii
icSPORTS 2024
JCoLA: Japanese Corpus of Linguistic Acceptability
Taiga Someya, Yushi Sugimoto, Yohei Oseki
LREC-COLING 2024
Leveraging Player Embeddings for Soccer Event Prediction
Taiga Someya, Tatsuya Ishigaki, Yohei Oseki, Ryo Nagata, Hiroya Takamura
IT4PSS Workshop at IJCAI 2024
2023
JBLiMP: Japanese Benchmark of Linguistic Minimal Pairs
Taiga Someya, Yohei Oseki
EACL 2023 Findings