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Found 6 papers, 2 papers with code
Overview of the DAGPap22 Shared Task on Detecting Automatically Generated Scientific Papers
As a test set, the participants are provided with a 5x larger corpus of openly accessible human-written as well as generated papers from the same scientific domains of documents.
Improving Article Classification with Edge-Heterogeneous Graph Neural Networks
On PubMed, we closely trail SOTA GNN architectures using a 2-layer GraphSAGE by including additional co-authorship edges in the graph (accuracy 89. 88%).
Resolving Gendered Ambiguous Pronouns with BERT
Pronoun resolution is part of coreference resolution, the task of pairing an expression to its referring entity.
Graphlet-based lazy associative graph classification
The paper addresses the graph classification problem and introduces a modification of the lazy associative classification method to efficiently handle intersections of graphs.
Visual analytics in FCA-based clustering
Visual analytics is a subdomain of data analysis which combines both human and machine analytical abilities and is applied mostly in decision-making and data mining tasks.
Can FCA-based Recommender System Suggest a Proper Classifier?
The paper briefly introduces multiple classifier systems and describes a new algorithm, which improves classification accuracy by means of recommendation of a proper algorithm to an object classification.
