Aryo Gema - Academia.edu (original) (raw)

Uploads

Papers by Aryo Gema

Research paper thumbnail of It Takes Two To Tango: Modification of Siamese Long Short Term Memory Network with Attention Mechanism in Recognizing Argumentative Relations in Persuasive Essay

Procedia Computer Science

Research paper thumbnail of Attention-based argumentation mining

International Journal of Computational Vision and Robotics

Research paper thumbnail of Argument annotation and analysis using deep learning with attention mechanism in Bahasa Indonesia

Journal of Big Data

Argumentation mining is a research field which focuses on sentences in type of argumentation. Arg... more Argumentation mining is a research field which focuses on sentences in type of argumentation. Argumentative sentences are often used in daily communication and have important role in each decision or conclusion making process. The research objective is to do observation in deep learning utilization combined with attention mechanism for argument annotation and analysis. Argument annotation is argument component classification from certain discourse to several classes. Classes include major claim, claim, premise and non-argumentative. Argument analysis points to argumentation characteristics and validity which are arranged into one topic. One of the analysis is about how to assess whether an established argument is categorized as sufficient or not. Dataset used for argument annotation and analysis is 402 persuasive essays. This data is translated into Bahasa Indonesia (mother tongue of Indonesia) to give overview about how it works with specific language other than English. Several de...

Research paper thumbnail of It Takes Two To Tango: Modification of Siamese Long Short Term Memory Network with Attention Mechanism in Recognizing Argumentative Relations in Persuasive Essay

Procedia Computer Science

Research paper thumbnail of Attention-based argumentation mining

International Journal of Computational Vision and Robotics

Research paper thumbnail of Argument annotation and analysis using deep learning with attention mechanism in Bahasa Indonesia

Journal of Big Data

Argumentation mining is a research field which focuses on sentences in type of argumentation. Arg... more Argumentation mining is a research field which focuses on sentences in type of argumentation. Argumentative sentences are often used in daily communication and have important role in each decision or conclusion making process. The research objective is to do observation in deep learning utilization combined with attention mechanism for argument annotation and analysis. Argument annotation is argument component classification from certain discourse to several classes. Classes include major claim, claim, premise and non-argumentative. Argument analysis points to argumentation characteristics and validity which are arranged into one topic. One of the analysis is about how to assess whether an established argument is categorized as sufficient or not. Dataset used for argument annotation and analysis is 402 persuasive essays. This data is translated into Bahasa Indonesia (mother tongue of Indonesia) to give overview about how it works with specific language other than English. Several de...

Log In