Search Results for author: Yahui Zhao

Found 4 papers, 1 papers with code

KETM:A Knowledge-Enhanced Text Matching method

1 code implementation11 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.

Common Sense Reasoning Question Answering +2

Experimentally realized memristive memory augmented neural network

no code implementations15 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.

One-Shot Learning

DEIM: An effective deep encoding and interaction model for sentence matching

no code implementations20 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.

Answer Selection Natural Language Inference +2

DTWSSE: Data Augmentation with a Siamese Encoder for Time Series

no code implementations23 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.

Data Augmentation Time Series +1

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