no code implementations • COLING 2022 • Mengru Wang, Jianming Zheng, Fei Cai, Taihua Shao, Honghui Chen
Specifically, DRK adopts a logic-aware inference module to ease the word-overlap confusion, which introduces a logic rule to constrain the inference process, thereby avoiding the adverse effect of shallow text features.
no code implementations • 16 May 2023 • Siyuan Wang, Jianming Zheng, Xuejun Hu, Fei Cai, Chengyu Song, Xueshan Luo
Event detection (ED) is aimed to identify the key trigger words in unstructured text and predict the event types accordingly.
no code implementations • 4 Jan 2021 • Fengbin Zhu, Wenqiang Lei, Chao Wang, Jianming Zheng, Soujanya Poria, Tat-Seng Chua
Open-domain Question Answering (OpenQA) is an important task in Natural Language Processing (NLP), which aims to answer a question in the form of natural language based on large-scale unstructured documents.
Machine Reading Comprehension Open-Domain Question Answering
no code implementations • COLING 2020 • Jianming Zheng, Fei Cai, Yanxiang Ling, Honghui Chen
Existing work cannot well represent the heterogeneous relations and capture the discontinuous event segments that are common in the event chain.
no code implementations • 6 Mar 2020 • Yuedong Chen, Guoxian Song, Zhiwen Shao, Jianfei Cai, Tat-Jen Cham, Jianming Zheng
Automatic facial action unit (AU) recognition has attracted great attention but still remains a challenging task, as subtle changes of local facial muscles are difficult to thoroughly capture.
no code implementations • 26 Sep 2019 • Jianming Zheng, Fei Cai, Honghui Chen, Maarten de Rijke
We introduce the concept of interaction and propose a two-perspective interaction representation, that encapsulates a local and a global interaction representation.
no code implementations • CVPR 2014 • Di Xu, Qi Duan, Jianming Zheng, Juyong Zhang, Jianfei Cai, Tat-Jen Cham
As a result, our approach is robust, stable and is able to efficiently recover high quality of surface details even starting with a coarse MVS.