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Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners


Oct 11, 2022
Seonghyeon Ye, Doyoung Kim, Joel Jang, Joongbo Shin, Minjoon Seo

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External Knowledge Selection with Weighted Negative Sampling in Knowledge-grounded Task-oriented Dialogue Systems


Sep 06, 2022
Janghoon Han, Joongbo Shin, Hosung Song, Hyunjik Jo, Gyeonghun Kim, Yireun Kim, Stanley Jungkyu Choi

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* 7page, DSTC10-Track2-task2 

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TemporalWiki: A Lifelong Benchmark for Training and Evaluating Ever-Evolving Language Models


Apr 29, 2022
Joel Jang, Seonghyeon Ye, Changho Lee, Sohee Yang, Joongbo Shin, Janghoon Han, Gyeonghun Kim, Minjoon Seo

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Towards Continual Knowledge Learning of Language Models


Oct 26, 2021
Joel Jang, Seonghyeon Ye, Sohee Yang, Joongbo Shin, Janghoon Han, Gyeonghun Kim, Stanley Jungkyu Choi, Minjoon Seo

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KPQA: A Metric for Generative Question Answering Using Word Weights


May 01, 2020
Hwanhee Lee, Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Joongbo Shin, Kyomin Jung

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Fast and Accurate Deep Bidirectional Language Representations for Unsupervised Learning


Apr 17, 2020
Joongbo Shin, Yoonhyung Lee, Seunghyun Yoon, Kyomin Jung

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* Accepted at ACL 2020 

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Effective Sentence Scoring Method using Bidirectional Language Model for Speech Recognition


May 16, 2019
Joongbo Shin, Yoonhyung Lee, Kyomin Jung

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* submitted to INTERSPEECH 2019, 5 pages 

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Detecting Incongruity Between News Headline and Body Text via a Deep Hierarchical Encoder


Nov 17, 2018
Seunghyun Yoon, Kunwoo Park, Joongbo Shin, Hongjun Lim, Seungpil Won, Meeyoung Cha, Kyomin Jung

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* 10 pages, Accepted as a conference paper at AAAI 2019 

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Improving Neural Question Generation using Answer Separation


Sep 07, 2018
Yanghoon Kim, Hwanhee Lee, Joongbo Shin, Kyomin Jung

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* The paper is submitted to AAAI 2019 and under review 

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