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Zhemin Huang

3 accepted papers

2025

CHENGYU-BENCH: Benchmarking Large Language Models for Chinese Idiom Understanding and Use

EMNLP 2025

Chinese idioms (成语, Chengyu) are concise four-character expressions steeped in history and culture, whose literal translations often fail to capture their full meaning. This complexity makes them challenging for language models to interpret and use correctly. Existing benchmarks focus on narrow task

2025

SPRINT: Enabling Interleaved Planning and Parallelized Execution in Reasoning Models

NeurIPS 2025poster

Large reasoning models (LRMs) excel at complex reasoning tasks but typically generate lengthy sequential chains-of-thought, resulting in long inference times before arriving at the final answer. To address this challenge, we introduce SPRINT, a novel post-training and inference-time framework design…

Cited by 0SourceScholar
2023

EgoPCA: A New Framework for Egocentric Hand-Object Interaction Understanding

ICCV 2023poster

With the surge in attention to Egocentric Hand-Object Interaction (Ego-HOI), large-scale datasets such as Ego4D and EPIC-KITCHENS have been proposed. However, most current research is built on resources derived from third-person video action recognition. This inherent domain gap between first- and t…

Cited by 13PDFScholar