Search Results for author: Fali Wang

Found 2 papers, 0 papers with code

InfuserKI: Enhancing Large Language Models with Knowledge Graphs via Infuser-Guided Knowledge Integration

no code implementations18 Feb 2024 Fali Wang, Runxue Bao, Suhang Wang, Wenchao Yu, Yanchi Liu, Wei Cheng, Haifeng Chen

Though Large Language Models (LLMs) have shown remarkable open-generation capabilities across diverse domains, they struggle with knowledge-intensive tasks.

Knowledge Graphs

Distribution Consistency based Self-Training for Graph Neural Networks with Sparse Labels

no code implementations18 Jan 2024 Fali Wang, Tianxiang Zhao, Suhang Wang

Self-training has emerged as a widely popular framework to leverage the abundance of unlabeled data, which expands the training set by assigning pseudo-labels to selected unlabeled nodes.

Node Classification

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