Search Results for author: Shiqi Lou

Found 2 papers, 1 papers with code

GADY: Unsupervised Anomaly Detection on Dynamic Graphs

no code implementations25 Oct 2023 Shiqi Lou, Qingyue Zhang, Shujie Yang, Yuyang Tian, Zhaoxuan Tan, Minnan Luo

Supplementary experiments further validate the effectiveness of our model design and the necessity of each module.

Unsupervised Anomaly Detection

KGQuiz: Evaluating the Generalization of Encoded Knowledge in Large Language Models

1 code implementation15 Oct 2023 Yuyang Bai, Shangbin Feng, Vidhisha Balachandran, Zhaoxuan Tan, Shiqi Lou, Tianxing He, Yulia Tsvetkov

To gain a better understanding of LLMs' knowledge abilities and their generalization, we evaluate 10 open-source and black-box LLMs on the KGQuiz benchmark across the five knowledge-intensive tasks and knowledge domains.

Multiple-choice World Knowledge

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