69 citations · 123 across the 4 of their papers we have counts for
4 papers
Self-Supervised Multimodal Opinion Summarization
Jinbae Im, Moonki Kim, Hoyeop Lee +2
Recently, opinion summarization, which is the generation of a summary from multiple reviews, has been conducted in a self-supervised manner by considering a sampled review as a pse…
Freudian and Newtonian Recurrent Cell for Sequential Recommendation
Hoyeop Lee, Jinbae Im, Chang Ouk Kim +1
A sequential recommender system aims to recommend attractive items to users based on behaviour patterns. The predominant sequential recommendation models are based on natural langu…
MeLU: Meta-Learned User Preference Estimator for Cold-Start Recommendation
Hoyeop Lee, Jinbae Im, Seongwon Jang +2
This paper proposes a recommender system to alleviate the cold-start problem that can estimate user preferences based on only a small number of items. To identify a user's preferen…
Distance-based Self-Attention Network for Natural Language Inference
Jinbae Im, Sungzoon Cho
Attention mechanism has been used as an ancillary means to help RNN or CNN. However, the Transformer (Vaswani et al., 2017) recently recorded the state-of-the-art performance in ma…