no code implementations • 23 May 2022 • Lijie Wang, Yaozong Shen, Shuyuan Peng, Shuai Zhang, Xinyan Xiao, Hao liu, Hongxuan Tang, Ying Chen, Hua Wu, Haifeng Wang
Based on this benchmark, we conduct experiments on three typical models with three saliency methods, and unveil their strengths and weakness in terms of interpretability.
no code implementations • 17 Sep 2021 • Hongxuan Tang, Hao liu, Xinyan Xiao, Hua Wu
Based on this, we propose a multimodal sentiment analysis dataset, named baiDu Video Sentiment dataset (DuVideoSenti), and introduce a new sentiment system which is designed to describe the sentimental style of a video on recommendation scenery.
no code implementations • 30 Aug 2021 • Lijie Wang, Hao liu, Shuyuan Peng, Hongxuan Tang, Xinyan Xiao, Ying Chen, Hua Wu, Haifeng Wang
Therefore, in order to systematically evaluate the factors for building trustworthy systems, we propose a novel and well-annotated sentiment analysis dataset to evaluate robustness and interpretability.
1 code implementation • ACL 2021 • Hongxuan Tang, Hongyu Li, Jing Liu, Yu Hong, Hua Wu, Haifeng Wang
Machine reading comprehension (MRC) is a crucial task in natural language processing and has achieved remarkable advancements.
3 code implementations • 23 Apr 2020 • Hongxuan Tang, Hongyu Li, Jing Liu, Yu Hong, Hua Wu, Haifeng Wang
Machine reading comprehension (MRC) is a crucial task in natural language processing and has achieved remarkable advancements.