Chinese SimpleQA: A Chinese Factuality Evaluation for Large Language Models

no code implementations • 11 Nov 2024 • Yancheng He, Shilong Li, Jiaheng Liu, Yingshui Tan, Weixun Wang, Hui Huang, Xingyuan Bu, Hangyu Guo, Chengwei Hu, Boren Zheng, Zhuoran Lin, Xuepeng Liu, Dekai Sun, Shirong Lin, Zhicheng Zheng, Xiaoyong Zhu, Wenbo Su, Bo Zheng

Based on Chinese SimpleQA, we perform a comprehensive evaluation on the factuality abilities of existing LLMs.

Using Auxiliary Tasks In Multimodal Fusion Of Wav2vec 2.0 And BERT For Multimodal Emotion Recognition

no code implementations • 27 Feb 2023 • Dekai Sun, Yancheng He, Jiqing Han

For the difficulty of multimodal fusion, we use a K-layer multi-head attention mechanism as a downstream fusion module.

Multimodal Emotion Recognition