Jinseon You


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Feature Attention Network: Interpretable Depression Detection from Social Media
Hoyun Song | Jinseon You | Jin-Woo Chung | Jong C. Park
Proceedings of the 32nd Pacific Asia Conference on Language, Information and Computation


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Extraction of Gene-Environment Interaction from the Biomedical Literature
Jinseon You | Jin-Woo Chung | Wonsuk Yang | Jong C. Park
Proceedings of the Eighth International Joint Conference on Natural Language Processing (Volume 1: Long Papers)

Genetic information in the literature has been extensively looked into for the purpose of discovering the etiology of a disease. As the gene-disease relation is sensitive to external factors, their identification is important to study a disease. Environmental influences, which are usually called Gene-Environment interaction (GxE), have been considered as important factors and have extensively been researched in biology. Nevertheless, there is still a lack of systems for automatic GxE extraction from the biomedical literature due to new challenges: (1) there are no preprocessing tools and corpora for GxE, (2) expressions of GxE are often quite implicit, and (3) document-level comprehension is usually required. We propose to overcome these challenges with neural network models and show that a modified sequence-to-sequence model with a static RNN decoder produces a good performance in GxE recognition.


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Corpus annotation with a linguistic analysis of the associations between event mentions and spatial expressions
Jin-Woo Chung | Jinseon You | Jong C. Park
Proceedings of the 29th Pacific Asia Conference on Language, Information and Computation

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CoMAGD: Annotation of Gene-Depression Relations
Rize Jin | Jinseon You | Jin-Woo Chung | Hee-Jin Lee | Maria Wolters | Jong Park
Proceedings of BioNLP 15