Search Results for author: Menglong Lu

Found 6 papers, 1 papers with code

Social Bot-Aware Graph Neural Network for Early Rumor Detection

1 code implementation COLING 2022 Zhen Huang, Zhilong Lv, Xiaoyun Han, Binyang Li, Menglong Lu, Dongsheng Li

SBAG firstly pre-trains a multi-layer perception network to capture social bot features, and then constructs multiple graph neural networks by embedding the features to model the early propagation of posts, which is further used to detect rumors.

DaMSTF: Domain Adversarial Learning Enhanced Meta Self-Training for Domain Adaptation

no code implementations5 Aug 2023 Menglong Lu, Zhen Huang, Yunxiang Zhao, Zhiliang Tian, Yang Liu, Dongsheng Li

To this end, we employ domain adversarial learning as a heuristic neural network initialization method, which can help the meta-learning module converge to a better optimal.

Domain Adaptation Meta-Learning +2

Meta-Tsallis-Entropy Minimization: A New Self-Training Approach for Domain Adaptation on Text Classification

no code implementations4 Aug 2023 Menglong Lu, Zhen Huang, Zhiliang Tian, Yunxiang Zhao, Xuanyu Fei, Dongsheng Li

Theoretically, we prove the convergence of the meta-learning algorithm in MTEM and analyze the effectiveness of MTEM in achieving domain adaptation.

Domain Adaptation Meta-Learning +2

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