LMBot: Distilling Graph Knowledge into Language Model for Graph-less Deployment in Twitter Bot Detection

Author:

Cai Zijian1ORCID,Tan Zhaoxuan2ORCID,Lei Zhenyu3ORCID,Zhu Zifeng1ORCID,Wang Hongrui1ORCID,Zheng Qinghua1ORCID,Luo Minnan1ORCID

Affiliation:

1. Xi'an Jiaotong University, Xi'an, China

2. University of Notre Dame, Notre Dame, IN, USA

3. University of Virginia, Charlottesville, VA, USA

Publisher

ACM

Reference51 articles.

1. Twitter Bot Detection with Reduced Feature Set

2. Detect Me If You Can: Spam Bot Detection Using Inductive Representation Learning

3. David M Beskow and Kathleen M Carley. 2018. Bot-hunter: a tiered approach to detecting & characterizing automated activity on twitter. In Conference paper. SBP-BRiMS: International conference on social computing, behavioral-cultural modeling and prediction and behavior representation in modeling and simulation, Vol. 3.

4. Fame for sale: Efficient detection of fake Twitter followers

5. The Paradigm-Shift of Social Spambots

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