Yuta Ishimoto

The University of Osaka

Papers on Lattice

Total citations

Topics

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Publication activitypapers/week, last 8 weeks

Research focus

Code Generation & Program Synthesis (2)Eval Frameworks & Benchmarks (1)Natural Language Processing (1)Architecture Design (Transformers, SSMs, MoE) (1)

Frequent co-authors

Masanari Kondo (2)Yasutaka Kamei (2)Sota Nakashima (1)Tao Xiao (1)

Papers (2)

Aug 3, 2026

Kyushu UniversityAug 3, 2026·also Osaka

How Well Do LLMs Generate Taxonomies in the SE Domain? A Multi-perspective Evaluation Framework

TnT-LLM delivers high-quality taxonomies but at a steep cost, while CLIMB offers rapid generation with lower quality—highlighting a crucial trade-off for SE researchers.

Sota Nakashima, Yuta Ishimoto, Masanari Kondo +2

Code Generation & Program Synthesis Eval Frameworks & Benchmarks Natural Language Processing

Jul 13, 2026

Jul 13, 2026·also Affiliation:

RepTran: Search-Based Repair of Transformer Models

RepTran achieves a remarkable 74.7% repair rate for Transformer models, significantly outperforming existing repair methods.

Yuta Ishimoto, Paolo Arcaini, Fuyuki Ishikawa +3

Architecture Design (Transformers, SSMs, MoE)Code Generation & Program Synthesis