Teaching Large Language Models an Unseen Language on the Fly

1 code implementation • 29 Feb 2024 • Chen Zhang, Xiao Liu, Jiuheng Lin, Yansong Feng

Existing large language models struggle to support numerous low-resource languages, particularly the extremely low-resource ones where there is minimal training data available for effective parameter updating.

In-Context Learning Translation

MC^2: A Multilingual Corpus of Minority Languages in China

1 code implementation • 14 Nov 2023 • Chen Zhang, Mingxu Tao, Quzhe Huang, Jiuheng Lin, Zhibin Chen, Yansong Feng

However, existing LLMs exhibit limited abilities in understanding low-resource languages, including the minority languages in China, due to a lack of training data.

How Many Answers Should I Give? An Empirical Study of Multi-Answer Reading Comprehension

1 code implementation • 1 Jun 2023 • Chen Zhang, Jiuheng Lin, Xiao Liu, Yuxuan Lai, Yansong Feng, Dongyan Zhao

We further analyze how well different paradigms of current multi-answer MRC models deal with different types of multi-answer instances.

Machine Reading Comprehension