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Hodong Lee

2 accepted papers

2023

Visually-Situated Natural Language Understanding with Contrastive Reading Model and Frozen Large Language Models

EMNLP 2023long main

Recent advances in Large Language Models (LLMs) have stimulated a surge of research aimed at extending their applications to the visual domain. While these models exhibit promise in generating abstract image captions and facilitating natural conversations, their performance on text-rich images still…

Cited by 0SourcecodeScholar
2022

Don’t Judge a Language Model by Its Last Layer: Contrastive Learning with Layer-Wise Attention Pooling

COLING 2022main

Recent pre-trained language models (PLMs) achieved great success on many natural language processing tasks through learning linguistic features and contextualized sentence representation. Since attributes captured in stacked layers of PLMs are not clearly identified, straightforward approaches such…