Open knowledge base canonicalization with multi-task learning

B Liu, H Peng, W Zeng, X Zhao, S Liu, L Pan, X Li - World Wide Web, 2024 - Springer
The construction of large open knowledge bases (OKBs) is integral to many knowledge-
driven applications on the world wide web such as web search. However, noun phrases in …

COOL: Comprehensive Knowledge Enhanced Prompt Learning for Domain Adaptive Few-shot Fake News Detection

Y Ouyang, P Wu, L Pan - arxiv preprint arxiv:2406.10870, 2024 - arxiv.org
Most Fake News Detection (FND) methods often struggle with data scarcity for emerging
news domain. Recently, prompt learning based on Pre-trained Language Models (PLM) has …

Beyond Transduction: A Survey on Inductive, Few Shot, and Zero Shot Link Prediction in Knowledge Graphs

N Hubert, P Monnin, H Paulheim - arxiv preprint arxiv:2312.04997, 2023 - arxiv.org
Knowledge graphs (KGs) comprise entities interconnected by relations of different semantic
meanings. KGs are being used in a wide range of applications. However, they inherently …

Research on Expression Image Recognition and Classification Based on Multi stimulus Perception Deep Learning in Intelligent Learning Environment

L Zhao, S Li, X He, H Liu - … of the 5th International Conference on …, 2024 - dl.acm.org
While current deep learning-based methods for image emotion classification have achieved
superior performance, most approaches primarily extract generic features directly from the …

The Role of Intelligent Tutor Emotion Cues in the Mechanism of Influence on College Students' Online Learning

H Liu, L Zhao, X He, H Liu - … of the 5th International Conference on …, 2024 - dl.acm.org
Feedback from teaching agents is beneficial for enhancing learning performance, and the
emotional design of feedback can effectively evoke positive emotions in learners and …

[PDF][PDF] Knowledge-centric Machine Learning on Graphs

Y Tian - 2024 - curate.nd.edu
Relational data, especially graphs where entities are represented as nodes and the
relations connecting them are denoted as edges, have become a common language for …