1 code implementation • 11 Aug 2023 • Kexin Jiang, Yahui Zhao, Guozhe Jin, Zhenguo Zhang, Rongyi Cui
To this end, in this paper, We introduce a new model for text matching called the Knowledge Enhanced Text Matching model (KETM), to enrich contextual representations with real-world common-sense knowledge from external knowledge sources to enhance our model understanding and reasoning.
no code implementations • 15 Apr 2022 • Ruibin Mao, Bo Wen, Yahui Zhao, Arman Kazemi, Ann Franchesca Laguna, Michael Neimier, X. Sharon Hu, Xia Sheng, Catherine E. Graves, John Paul Strachan, Can Li
Memory augmented neural network has been proposed to achieve the goal, but the memory module has to be stored in an off-chip memory due to its size.
no code implementations • 20 Mar 2022 • Kexin Jiang, Yahui Zhao, Rongyi Cui, Zhenguo Zhang
To solve this problem, we propose a sentence matching method based on deep encoding and interaction to extract deep semantic information.
Ranked #22 on Natural Language Inference on SNLI
no code implementations • 23 Aug 2021 • Xinyu Yang, Xinlan Zhang, Zhenguo Zhang, Yahui Zhao, Rongyi Cui
In order to reasonably measure the distance of the time series, DTW, which has been verified to be an effective method forts, is employed as the distance metric.