9 citations · 20 across the 4 of their papers we have counts for
4 papers
Index Tracking via Learning to Predict Market Sensitivities
Yoonsik Hong, Yanghoon Kim, Jeonghun Kim +1
Index funds are substantially preferred by investors nowadays, and market sensitivities are instrumental in managing index funds. An index fund is a mutual fund aiming to track the…
Collaborative Training of GANs in Continuous and Discrete Spaces for Text Generation
Yanghoon Kim, Seungpil Won, Seunghyun Yoon +1
Applying generative adversarial networks (GANs) to text-related tasks is challenging due to the discrete nature of language. One line of research resolves this issue by employing r…
Improving Neural Question Generation using Answer Separation
Yanghoon Kim, Hwanhee Lee, Joongbo Shin +1
Neural question generation (NQG) is the task of generating a question from a given passage with deep neural networks. Previous NQG models suffer from a problem that a significant p…
AttnConvnet at SemEval-2018 Task 1: Attention-based Convolutional Neural Networks for Multi-label Emotion Classification
Yanghoon Kim, Hwanhee Lee, Kyomin Jung
In this paper, we propose an attention-based classifier that predicts multiple emotions of a given sentence. Our model imitates human's two-step procedure of sentence understanding…