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Beyond NED: fast and effective search space reduction for complex question answering over knowledge bases
Answering complex questions over knowledge bases (KB-QA) faces huge input data with
billions of facts, involving millions of entities and thousands of predicates. For efficiency, QA …
billions of facts, involving millions of entities and thousands of predicates. For efficiency, QA …
[HTML][HTML] Navigating the future of wireless networks: A multidimensional survey on semantic communications
This paper offers an in-depth exploration of semantic communications, focusing on its
integral role in wireless networks. We dissect its foundational architecture and the key …
integral role in wireless networks. We dissect its foundational architecture and the key …
Ethical and sustainability considerations for knowledge graph based machine learning
Artificial Intelligence (AI) and Machine Learning (ML) are becoming common in our daily
lives. The AI-driven processes significantly affect us as individuals and as a society …
lives. The AI-driven processes significantly affect us as individuals and as a society …
Adaptive low-level storage of very large knowledge graphs
The increasing availability and usage of Knowledge Graphs (KGs) on the Web calls for
scalable and general-purpose solutions to store this type of data structures. We propose …
scalable and general-purpose solutions to store this type of data structures. We propose …
Compressed representation of dynamic binary relations with applications
We introduce a dynamic data structure for the compact representation of binary relations R⊆
A× B. The data structure is a dynamic variant of the k 2-tree, a static compact representation …
A× B. The data structure is a dynamic variant of the k 2-tree, a static compact representation …
KGDist: A Prompt-Based Distillation Attack against LMs Augmented with Knowledge Graphs
With Knowledge Graph (KG) increasingly applied in various fields, the integration of KG has
gained significant attention to augment the knowledge-specific task capabilities of language …
gained significant attention to augment the knowledge-specific task capabilities of language …
Scalable Reasoning on Document Stores via Instance-Aware Query Rewriting
O Rodriguez, F Ulliana, ML Mugnier - Proceedings of the VLDB …, 2023 - dl.acm.org
Data trees, typically encoded in JSON, are ubiquitous in data-driven applications. This
ubiquity makes urgent the development of novel techniques for querying heterogeneous …
ubiquity makes urgent the development of novel techniques for querying heterogeneous …