SARCH: Multimodal Search for Archaeological Archives
Fuente:
arXiv
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| Autores principales: | , , , , , , , |
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| Formato: | Preprint |
| Publicado: |
2025
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| Materias: | |
| Acceso en línea: | |
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| _version_ | 1866911257122045952 |
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| author | Sinha, Nivedita Khanijo, Bharati Singh, Sanskar Mahant, Priyansh Roy, Ashutosh Bhadouria, Saubhagya Singh Jain, Arpan Ramanath, Maya |
| author_facet | Sinha, Nivedita Khanijo, Bharati Singh, Sanskar Mahant, Priyansh Roy, Ashutosh Bhadouria, Saubhagya Singh Jain, Arpan Ramanath, Maya |
| contents | In this paper, we describe a multi-modal search system designed to search old archaeological books and reports. This corpus is digitally available as scanned PDFs, but varies widely in the quality of scans. Our pipeline, designed for multi-modal archaeological documents, extracts and indexes text, images (classified into maps, photos, layouts, and others), and tables. We evaluated different retrieval strategies, including keyword-based search, embedding-based models, and a hybrid approach that selects optimal results from both modalities. We report and analyze our preliminary results and discuss future work in this exciting vertical. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2511_05667 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | SARCH: Multimodal Search for Archaeological Archives Sinha, Nivedita Khanijo, Bharati Singh, Sanskar Mahant, Priyansh Roy, Ashutosh Bhadouria, Saubhagya Singh Jain, Arpan Ramanath, Maya Information Retrieval In this paper, we describe a multi-modal search system designed to search old archaeological books and reports. This corpus is digitally available as scanned PDFs, but varies widely in the quality of scans. Our pipeline, designed for multi-modal archaeological documents, extracts and indexes text, images (classified into maps, photos, layouts, and others), and tables. We evaluated different retrieval strategies, including keyword-based search, embedding-based models, and a hybrid approach that selects optimal results from both modalities. We report and analyze our preliminary results and discuss future work in this exciting vertical. |
| title | SARCH: Multimodal Search for Archaeological Archives |
| topic | Information Retrieval |
| url | https://arxiv.org/abs/2511.05667 |