KLUE: Korean Language Understanding Evaluation

3 code implementations • 20 May 2021 • Sungjoon Park, Jihyung Moon, Sungdong Kim, Won Ik Cho, Jiyoon Han, Jangwon Park, Chisung Song, JunSeong Kim, Yongsook Song, Taehwan Oh, Joohong Lee, Juhyun Oh, Sungwon Lyu, Younghoon Jeong, InKwon Lee, Sangwoo Seo, Dongjun Lee, Hyunwoo Kim, Myeonghwa Lee, Seongbo Jang, Seungwon Do, Sunkyoung Kim, Kyungtae Lim, Jongwon Lee, Kyumin Park, Jamin Shin, Seonghyun Kim, Lucy Park, Alice Oh, Jung-Woo Ha, Kyunghyun Cho

We introduce Korean Language Understanding Evaluation (KLUE) benchmark.

Dependency Parsing Dialogue State Tracking +10

An Empirical Study of Tokenization Strategies for Various Korean NLP Tasks

1 code implementation • Asian Chapter of the Association for Computational Linguistics 2020 • Kyubyong Park, Joohong Lee, Seongbo Jang, Dawoon Jung

Typically, tokenization is the very first step in most text processing works.

Machine Translation Natural Language Understanding +2

A Tool for Spatio-Temporal Analysis of Social Anxiety with Twitter Data

1 code implementation • 23 Jan 2019 • Joohong Lee, Dongyoung Son, Yong Suk Choi

Our tool is applied to a big tweet data in South Korea to illustrate its usefulness for exploring social atmosphere and public opinion spatio-temporally.

Semantic Relation Classification via Bidirectional LSTM Networks with Entity-aware Attention using Latent Entity Typing

5 code implementations • 23 Jan 2019 • Joohong Lee, Sangwoo Seo, Yong Suk Choi

Our model not only utilizes entities and their latent types as features effectively but also is more interpretable by visualizing attention mechanisms applied to our model and results of LET.

Entity Typing General Classification +3