Papers Component Classification
“Component Classification” 태그가 달린 논문 27편 · 필터 해제
Contextual Argument Component Classification for Class Discussions
Argument mining systems often consider contextual information, i.e. information outside of an argumentative discourse unit, when trained to accomplish tasks such as argument component identification, classification, and …
Argument MiningClassificationComponent ClassificationGeneral Classification+2DFraud3- Multi-Component Fraud Detection freeof Cold-start
Fraud review detection is a hot research topic inrecent years. The Cold-start is a particularly new but significant problem referring to the failure of a detection system to recognize the authenticity of a new user. Stat…
Component ClassificationFraud DetectionGraph EmbeddingInductive Learning+1Argument Component Classification for Classroom Discussions
This paper focuses on argument component classification for transcribed spoken classroom discussions, with the goal of automatically classifying student utterances into claims, evidence, and warrants. We show that an exi…
Argument MiningClassificationComponent ClassificationGeneral Classification+1Argument Component Classification by Relation Identification by Neural Network and TextRank
In recent years, argumentation mining, which automatically extracts the structure of argumentation from unstructured documents such as essays and debates, is gaining attention. For argumentation mining applications, argu…
ArticlesClassificationComponent ClassificationDocument Classification+3Neural-Symbolic Argumentation Mining: an Argument in Favor of Deep Learning and Reasoning
Deep learning is bringing remarkable contributions to the field of argumentation mining, but the existing approaches still need to fill the gap toward performing advanced reasoning tasks. In this position paper, we posit…
Argument MiningComponent ClassificationLink PredictionPosition+2Argumentative Link Prediction using Residual Networks and Multi-Objective Learning
We explore the use of residual networks for argumentation mining, with an emphasis on link prediction. The method we propose makes no assumptions on document or argument structure. We evaluate it on a challenging dataset…
Argument MiningComponent ClassificationLink PredictionRelation ClassificationMachine Learning-Based Prototyping of Graphical User Interfaces for Mobile Apps
It is common practice for developers of user-facing software to transform a mock-up of a graphical user interface (GUI) into code. This process takes place both at an application's inception and in an evolutionary contex…
BIG-bench Machine LearningComponent Classification