no code implementations • 23 Oct 2023 • Ji Youn Lee, Changbeom Shim, Hoa Van Nguyen, Tran Thien Dat Nguyen, Hyunjin Choi, YoungHo Kim
To address such problems, a divide-and-conquer manner has been employed with parallel computation.
no code implementations • 20 Apr 2023 • Hyunjin Choi, Hyunjae Lee, Seongho Joe, Youngjune L. Gwon
Embeddings for a particular modality of data occupy a high-dimensional space of its own, but it can be semantically aligned to another by a simple mapping without training a deep neural net.
no code implementations • 1 Sep 2022 • Hyunjae Lee, Jaewoong Yun, Hyunjin Choi, Seongho Joe, Youngjune L. Gwon
We build and fine-tune an abstractive dialogue summarization model on a shared encoder-decoder architecture using the enhanced BERT.
Abstractive Dialogue Summarization Abstractive Text Summarization +5
no code implementations • 26 Jan 2021 • Hyunjin Choi, Judong Kim, Seongho Joe, Seungjai Min, Youngjune Gwon
In zero-shot cross-lingual transfer, a supervised NLP task trained on a corpus in one language is directly applicable to another language without any additional training.
no code implementations • 26 Jan 2021 • Hyunjin Choi, Judong Kim, Seongho Joe, Youngjune Gwon
The pre-trained BERT and A Lite BERT (ALBERT) models can be fine-tuned to give state-ofthe-art results in sentence-pair regressions such as semantic textual similarity (STS) and natural language inference (NLI).
1 code implementation • 4 Mar 2020 • Yonghyun Jeong, Hyunjin Choi, Byoungjip Kim, Youngjune Gwon
We propose DefogGAN, a generative approach to the problem of inferring state information hidden in the fog of war for real-time strategy (RTS) games.
1 code implementation • 30 Nov 2018 • Hyungu Kahng, Yonghyun Jeong, Yoon Sang Cho, Gonie Ahn, Young Joon Park, Uk Jo, Hankyu Lee, Hyungrok Do, Junseung Lee, Hyunjin Choi, Iljoo Yoon, Hyunjae Lee, Daehun Jun, Changhyeon Bae, Seoung Bum Kim
StarCraft, one of the most popular real-time strategy games, is a compelling environment for artificial intelligence research for both micro-level unit control and macro-level strategic decision making.