• Publications
• Influence

Co-Author

Journal/Conference

Has PDF

Sorted by Highly Influential CitationsSorted by CitationsSorted by AccelerationSorted by VelocitySorted by Recency

---

Abstractive Summarization of Reddit Posts with Multi-level Memory Networks

Byeongchang Kim, Hyunwoo Kim, Gunhee Kim

Computer Science

NAACL-HLT

2019 (First Publication: 2 November 2018)

We address the problem of abstractive summarization in two directions: proposing a novel dataset and a new model. First, we collect Reddit TIFU dataset, consisting of 120K posts from the online… Continue Reading

Curiosity-Bottleneck: Exploration By Distilling Task-Specific Novelty

Youngjin Kim, Wontae Nam, Hyunwoo Kim, Ji-Hoon Kim, Gunhee Kim

Computer Science

ICML

2019 (First Publication: 9 June 2019)

Exploration based on state novelty has brought great success in challenging reinforcement learning problems with sparse rewards. However, existing novelty-based strategies become inefficient in… Continue Reading