Search Results for author: Junyu Mao

Found 3 papers, 0 papers with code

MELA: Multilingual Evaluation of Linguistic Acceptability

no code implementations15 Nov 2023 Ziyin Zhang, Yikang Liu, Weifang Huang, Junyu Mao, Rui Wang, Hai Hu

Recent benchmarks for Large Language Models (LLMs) have mostly focused on application-driven tasks such as complex reasoning and code generation, and this has led to a scarcity in purely linguistic evaluation of LLMs.

Code Generation Cross-Lingual Transfer +3

Do prompt positions really matter?

no code implementations23 May 2023 Junyu Mao, Stuart E. Middleton, Mahesan Niranjan

Prompt-based models have gathered a lot of attention from researchers due to their remarkable advancements in the fields of zero-shot and few-shot learning.

Few-Shot Learning Natural Language Understanding +2

Data-Driven Model Reduction by Two-Sided Moment Matching

no code implementations16 Dec 2022 Junyu Mao, Giordano Scarciotti

In this brief paper, we propose a time-domain data-driven method for model order reduction by two-sided moment matching for linear systems.

Vocal Bursts Valence Prediction

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