131 citations · 291 across the 34 of their papers we have counts for
3 papers · 1 filter
Learning to Rank Question-Answer Pairs using Hierarchical Recurrent Encoder with Latent Topic Clustering
Seunghyun Yoon, Joongbo Shin, Kyomin Jung
In this paper, we propose a novel end-to-end neural architecture for ranking candidate answers, that adapts a hierarchical recurrent neural network and a latent topic clustering mo…
Synonym Discovery with Etymology-based Word Embeddings
Seunghyun Yoon, Pablo Estrada, Kyomin Jung
We propose a novel approach to learn word embeddings based on an extended version of the distributional hypothesis. Our model derives word embedding vectors using the etymological…
Efficient Transfer Learning Schemes for Personalized Language Modeling using Recurrent Neural Network
Seunghyun Yoon, Hyeongu Yun, Yuna Kim +2
In this paper, we propose an efficient transfer leaning methods for training a personalized language model using a recurrent neural network with long short-term memory architecture…