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This works reports evidence for the topological signatures of ambiguity in sentence embeddings that could be leveraged for ranking and/or explanation purposes in the context of vector search and Retrieval Augmented Generation (RAG) systems. We propos
Externí odkaz:
http://arxiv.org/abs/2406.07990
Autor:
Barillot, Thomas Roland, Saks, Jacob, Lilyanova, Polena, Torgas, Edward, Hu, Yachen, Liu, Yuanqing, Balupuri, Varun, Gaskell, Paul
Representing structured text from complex documents typically calls for different machine learning techniques, such as language models for paragraphs and convolutional neural networks (CNNs) for table extraction, which prohibits drawing links between
Externí odkaz:
http://arxiv.org/abs/2202.09144