Search Results for author: Junyu Mao

Found 3 papers, 1 papers with code

MELA: Multilingual Evaluation of Linguistic Acceptability

1 code implementation15 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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