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Myeong Cheol Shin

2 accepted papers

2022

LittleBird: Efficient Faster & Longer Transformer for Question Answering

EMNLP 2022main

BERT has shown a lot of sucess in a wide variety of NLP tasks. But it has a limitation dealing with long inputs due to its attention mechanism. Longformer, ETC and BigBird addressed this issue and effectively solved the quadratic dependency problem.However we find that these models are not sufficien…

2020

Reference and Document Aware Semantic Evaluation Methods for Korean Language Summarization

COLING 2020main

Text summarization refers to the process that generates a shorter form of text from the source document preserving salient information. Many existing works for text summarization are generally evaluated by using recall-oriented understudy for gisting evaluation (ROUGE) scores. However, as ROUGE scor…