Associate Professor Sho Yokoi was invited to give a talk titled “‘Non-Logical’ Capacities of Language Models” at Logic Festa 2026, held on January 10th, 2026 .

2026年1月10日に開催された科学基礎論学会2025年度研究例会（ロジックフェスタ2026）にて、横井祥准教授が『言語モデルを支える「非」論理的能力』のタイトルで招待講演を行いました。

The following papers have been accepted to The 19th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2026).

EACL 2026 に下記の論文が採択されました。

Main Conference

• Ryo Fujii, Makoto Morishita, Kazuki Yano, Jun Suzuki.
  “TimeMachine-bench: A Benchmark on Evaluating Model’s Capability on Repository-level Migration Tasks”
• Rongzhi Li, Hitomi Yanaka.
  “NeuronMoE: Efficient Cross-Lingual Extension via Neuron-Guided Mixture-of-Experts”
• Rifo Ahmad Genadi, Munachiso Samuel Nwadike, Nurdaulet Mukhituly, Tatsuya Hiraoka, Hilal AlQuabeh, Kentaro Inui.
  “Sycophancy Hides Linearly in the Attention Heads”

Findings

• Keito Kudo, Yoichi Aoki, Tatsuki Kuribayashi, Shusaku Sone, Masaya Taniguchi, Ana Brassard, Keisuke Sakaguchi, Kentaro Inui.
  “LLMs Faithfully and Iteratively Compute Answers During CoT: A Systematic Analysis With Multi-step Arithmetics”
• Keigo Shibata, Kazuki Yano, Ryosuke Takahashi, Jaesung Lee, Wataru Ikeda, Jun Suzuki.
  “Suppressing Final Layer Hidden State Jumps in Transformer Pretraining”