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GongZheng Li

2 accepted papers

2022

Conditioned Masked Language and Image Modeling for Image-Text Dense Retrieval

EMNLP 2022finding

Image-text retrieval is a fundamental cross-modal task that takes image/text as a query to retrieve relevant data of another type. The large-scale two-stream pre-trained models like CLIP have achieved tremendous success in this area. They embed the images and texts into instance representations with…

Cited by 9SourcePDFScholar
2022

Easy and Efficient Transformer: Scalable Inference Solution For Large NLP Model

NAACL 2022industry

Recently, large-scale transformer-based models have been proven to be effective over various tasks across many domains. Nevertheless, applying them in industrial production requires tedious and heavy works to reduce inference costs. To fill such a gap, we introduce a scalable inference solution: Eas…