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Abstract However, since empathy includes both aspects of affection and cognition, we argue that in addition to identifying the user’s emotion, cognitive understanding of the user’s situation should also be considered. To this end, we propose a novel approach for empathetic response generation, which leverages commonsense to draw more information about the user’s situation and uses this additiona..

Abstract Recent work in natural language processing (NLP) has yielded appealing results from scaling model parameters and training data. (그런데 여기서, performance를 향상시키기 위해 using only scale하는 것은 resource consumption또한 증가하는 것을 의미한다.) This survey synthesizes and relates current methods and findings in efficient NLP. We aim to provide both guidance for conducting NLP under limited resources, and point ..

서울대 인턴십을 진행했을때 사수님 지도하에 Representation Learning에 대해 다양한 논문들을 많이 읽어갔는데 결국 Representation에 영향을 미치는 세가지 요소로 구성된다는 것을 아는게 중요한 것 같다. 1) Input data -> data-centric research (데이터 중심 연구) 2) Model 3) Task Type

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