研究業績

2026

ACL 2026

SAC Highlight Award

Language Acquisition Device in Large Language Models

Masato Mita, Taiga Someya, Ryo Yoshida, Yohei Oseki

ACL Anthology

ACL 2026

An Existence Proof for Neural Language Models That Can Explain Garden-Path Effects via Surprisal

Ryo Yoshida, Shinnosuke Isono, Taiga Someya, Yohei Oseki, Tatsuki Kuribayashi

ACL Anthology

FLaNN Workshop 2026

Benchmarking Neural Networks on Formal Language Classes

Alexandra Butoi, Nicola Lorenzon, Selim Jerad, Taiga Someya, Anej Svete, Ryan Cotterell, Brian DuSell

NeurIPS 2026 Evaluations and Datasets Track

Global PIQA: Evaluating Commonsense Reasoning Across 100+ Languages and Cultures

Tyler A. Chang et al. (including Taiga Someya)

arXiv

IEEE GCCE 2026

Oral Presentation

Inferring Collective Reward Preferences from Multi-Agent Trajectories with Gradient-Based Inverse Reinforcement Learning in Soccer

Soujanya Dash, Kenjiro Ide, Rikuhei Umemoto, Taiga Someya, Kohei Kawaguchi, Keisuke Fujii

FLaNN Workshop 2026

Information Locality as an Inductive Bias for Neural Language Models

Taiga Someya, Anej Svete, Brian DuSell, Timothy J. O'Donnell, Mario Giulianelli, Ryan Cotterell

2025

CoNLL 2025

Oral

Derivational Probing: Unveiling the Layer-wise Construction of Syntactic Structures in Neural Language Models

Taiga Someya, Ryo Yoshida, Hitomi Yanaka, Yohei Oseki

ACL Anthology

ACL 2025

Oral + Panel (Top 0.8%)

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 Anthology

ACL 2025

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 Anthology

INLG 2025

Live Football Commentary (LFC): A Large-Scale Dataset for Building Football Commentary Generation Models

Taiga Someya, Tatsuya Ishigaki, Hiroya Takamura

ACL Anthology

2024

LREC-COLING 2024

Best Paper Award (1/1554; Top 0.06%)

Targeted Syntactic Evaluations on the Chomsky Hierarchy

Taiga Someya, Ryo Yoshida, Yohei Oseki

ACL Anthology

ACL 2024 Findings

Tree-Planted Transformers: Unidirectional Transformer Language Models with Implicit Syntactic Supervision

Ryo Yoshida, Taiga Someya, Yohei Oseki

ACL Anthology

Opta Forum 2024

FootballGPT: Counterfactual Evaluation With a Foundation Model for Football

Taiga Someya, Atom Scott, Keisuke Fujii, Hidehisa Akiyama, Tomoharu Nakashima, Hitomi Yanaka

Abstract

icSPORTS 2024

Interpretable Low-Dimensional Modeling of Spatiotemporal Agent States for Decision Making in Football Tactics

Kenjiro Ide, Taiga Someya, Kohei Kawaguchi, Keisuke Fujii

arXiv

LREC-COLING 2024

JCoLA: Japanese Corpus of Linguistic Acceptability

Taiga Someya, Yushi Sugimoto, Yohei Oseki

ACL Anthology Data

IT4PSS Workshop at IJCAI 2024

Leveraging Player Embeddings for Soccer Event Prediction

Taiga Someya, Tatsuya Ishigaki, Yohei Oseki, Ryo Nagata, Hiroya Takamura

2023

EACL 2023 Findings

JBLiMP: Japanese Benchmark of Linguistic Minimal Pairs

Taiga Someya, Yohei Oseki

ACL Anthology Data