Understanding Translationese in Cross-Lingual Summarization

no code implementations • 14 Dec 2022 • Jiaan Wang, Fandong Meng, Yunlong Liang, Tingyi Zhang, Jiarong Xu, Zhixu Li, Jie zhou

In detail, we find that (1) the translationese in documents or summaries of test sets might lead to the discrepancy between human judgment and automatic evaluation; (2) the translationese in training sets would harm model performance in real-world applications; (3) though machine-translated documents involve translationese, they are very useful for building CLS systems on low-resource languages under specific training strategies.

GOAL: Towards Benchmarking Few-Shot Sports Game Summarization

1 code implementation • 18 Jul 2022 • Jiaan Wang, Tingyi Zhang, Haoxiang Shi

Sports game summarization aims to generate sports news based on real-time commentaries.

Benchmarking

Knowledge Enhanced Sports Game Summarization

1 code implementation • 24 Nov 2021 • Jiaan Wang, Zhixu Li, Tingyi Zhang, Duo Zheng, Jianfeng Qu, An Liu, Lei Zhao, Zhigang Chen

Additionally, we also introduce a knowledge-enhanced summarizer that utilizes both live commentaries and the knowledge to generate sports news.

Multi-Modal Chorus Recognition for Improving Song Search

1 code implementation • 27 Jun 2021 • Jiaan Wang, Zhixu Li, Binbin Gu, Tingyi Zhang, Qingsheng Liu, Zhigang Chen

In addition, our approach also helps to improve the accuracy of its downstream task - song search by more than 10. 6%.