Search Results for author: Yingjie Zhu

Found 5 papers, 1 papers with code

TSOM: Small Object Motion Detection Neural Network Inspired by Avian Visual Circuit

no code implementations1 Apr 2024 Pignge Hu, Xiaoteng Zhang, Mengmeng Li, Yingjie Zhu, Li Shi

As an inspiration from nature, the avian visual system is capable of processing motion information in various complex aerial scenes, and its Retina-OT-Rt visual circuit is highly sensitive to capturing the motion information of small objects from high altitudes.

Motion Detection

EXPLAIN, EDIT, GENERATE: Rationale-Sensitive Counterfactual Data Augmentation for Multi-hop Fact Verification

1 code implementation23 Oct 2023 Yingjie Zhu, Jiasheng Si, Yibo Zhao, Haiyang Zhu, Deyu Zhou, Yulan He

Experimental results show that the proposed approach outperforms the SOTA baselines and can generate linguistically diverse counterfactual data without disrupting their logical relationships.

counterfactual Data Augmentation +1

Explainable Topic-Enhanced Argument Mining from Heterogeneous Sources

no code implementations22 Jul 2023 Jiasheng Si, Yingjie Zhu, Xingyu Shi, Deyu Zhou, Yulan He

Specifically, with the use of the neural topic model and the language model, the target information is augmented by explainable topic representations.

Argument Mining Language Modelling +1

Consistent Multi-Granular Rationale Extraction for Explainable Multi-hop Fact Verification

no code implementations16 May 2023 Jiasheng Si, Yingjie Zhu, Deyu Zhou

The success of deep learning models on multi-hop fact verification has prompted researchers to understand the behavior behind their veracity.

Fact Verification Sentence

Exploring Faithful Rationale for Multi-hop Fact Verification via Salience-Aware Graph Learning

no code implementations2 Dec 2022 Jiasheng Si, Yingjie Zhu, Deyu Zhou

In specific, GCN is utilized to incorporate the topological interaction information among multiple pieces of evidence for learning evidence representation.

Fact Verification Graph Learning

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