3 papers
cs.CL2026
BIS Reasoning 1.0: The First Large-Scale Japanese Benchmark for Belief-Inconsistent Syllogistic Reasoning
Ha-Thanh Nguyen, Hideyuki Tachibana, Chaoran Liu +4
We present BIS Reasoning 1.0, the first large-scale Japanese dataset of syllogistic reasoning problems explicitly designed to evaluate belief-inconsistent reasoning in large langua…
cs.CL2025
RAD: Redundancy-Aware Distillation for Hybrid Models via Self-Speculative Decoding
Yuichiro Hoshino, Hideyuki Tachibana, Muneyoshi Inahara +1
Hybrid models combining Transformers and State Space Models (SSMs) are promising for balancing performance and efficiency. However, optimizing these hybrid models, particularly by…
cs.CL2024
Multilingual Sentence-T5: Scalable Sentence Encoders for Multilingual Applications
Chihiro Yano, Akihiko Fukuchi, Shoko Fukasawa +2
Prior work on multilingual sentence embedding has demonstrated that the efficient use of natural language inference (NLI) data to build high-performance models can outperform conve…