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Multimodal Text Summarization/Ushahidi
Rekodi ya ushahidi wa mbinu

Multimodal Text Summarization

Multimodal text summarization generates a concise textual summary by jointly processing multiple input modalities — most commonly text and images, but also video frames or audio — using deep learning models that align visual and linguistic representations. The output is a natural-language summary that captures salient content from all available modalities.

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Multimodal Text Summarization (Cross-Modal Abstractive and Extractive Summarization)
Rekodi ya mbinu ya kiajenda · ml-model / deep-learning
  • Zhu, J., Li, H., Liu, T., Zhou, Y., Zhang, J., & Zong, C. (2018). MSMO: Multimodal Summarization with Multimodal Output. Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP), 4154–4164. · URL
  • Zhu, J., Zhou, Y., Zhang, J., Li, H., Zong, C., & Li, C. (2020). Multimodal Summarization with Guidance of Multimodal Reference. Proceedings of the AAAI Conference on Artificial Intelligence, 34(05), 9749–9756. · URL
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Taxonomic bucketBERT-based Classificationmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketFine-Tuned Text Summarizationmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketMultimodal BERT-based Classificationmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketMultimodal question answeringmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketMultimodal Transformermachine-suggested · Relational suggestion, not evidence.

Hali ya ushahidi

Sources recorded, not reviewed

Bibliographic sources are present. Claim-level evidence review has not been performed.

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