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MFDocument Retrieval
Beyond Text Embeddings

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Contents

Opening

1Introduction
2A Brief History of Information Retrieval

Part I · Visual Document Retrieval

3ColPali
4ViDoRe V2 & V3
5ModernVBERT

Part II · Contextualized Document Retrieval

6Contextual Embeddings
7CroissantLLM

Conclusion

8Personal Perspectives on Search

Appendices

AGlossary
BThe Thesis in Twenty Terms
CColPali Appendix
DViDoRe V3 Appendix
EModernVBERT Appendix
FConTEB Appendix
GCroissant Appendix
HAdditional Appendix

Back matter

·Acknowledgments

Complete web edition · Generated directly from the LaTeX thesis sources.

Back matter

Back matter

Acknowledgments

Acknowledgments are available in the PDF version of this thesis.

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Manuel Faysse · Université Paris-Saclay

Generated from the LaTeX thesis sources.