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Jinghua Liu

2 accepted papers

2022

Pairwise Contrastive Learning Network for Action Quality Assessment

ECCV 2022poster

"Considering the complexity of modeling diverse actions of athletes, action quality assessment (AQA) in sports is a challenging task. A common solution is to tackle this problem as a regression task that map the input video to the final score provided by referees. However, it ignores the subtle and…

2021

DialogueCSE: Dialogue-based Contrastive Learning of Sentence Embeddings

EMNLP 2021main

Learning sentence embeddings from dialogues has drawn increasing attention due to its low annotation cost and high domain adaptability. Conventional approaches employ the siamese-network for this task, which obtains the sentence embeddings through modeling the context-response semantic relevance by…