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A Self-Explainable Stylish Image Captioning Framework via Multi-References

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arxiv 2110.10704 v2 pith:XXQWE66Y submitted 2021-10-20 cs.CL

A Self-Explainable Stylish Image Captioning Framework via Multi-References

classification cs.CL
keywords stylishbuildcaptioningmodelmodelsimagemechanismmulti-references
verification ladder T0 review T1 audit T2 compute T3 formal T4 reserved
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In this paper, we propose to build a stylish image captioning model through a Multi-style Multi modality mechanism (2M). We demonstrate that with 2M, we can build an effective stylish captioner and that multi-references produced by the model can also support explaining the model through identifying erroneous input features on faulty examples. We show how this 2M mechanism can be used to build stylish captioning models and show how these models can be utilized to provide explanations of likely errors in the models.

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