ICKA: An instruction construction and Knowledge Alignment framework for Multimodal Named Entity Recognition

Author:

Zeng Qingyang,Yuan Minghui,Wan JingORCID,Wang Kunfeng,Shi Nannan,Che Qianzi,Liu Bin

Funder

China Academy of Chinese Medical Sciences

Natural Science Foundation of Beijing Municipality

Publisher

Elsevier BV

Reference42 articles.

1. UNITER: Universal image-text representation learning;Chen,2020

2. Learning implicit entity-object relations by bidirectional generative alignment for multimodal NER;Chen,2023

3. Good visual guidance make a better extractor: Hierarchical visual prefix for multimodal entity and relation extraction;Chen,2022

4. Natural language processing (almost) from scratch;Collobert;Journal of Machine Learning Research,2011

5. Unsupervised cross-lingual representation learning at scale;Conneau,2020

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