Beyond NED: fast and effective search space reduction for complex question answering over knowledge bases

P Christmann, R Saha Roy, G Weikum - … on web search and data mining, 2022 - dl.acm.org
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 …

[HTML][HTML] Navigating the future of wireless networks: A multidimensional survey on semantic communications

A Islam, KH Chang - ICT Express, 2024 - Elsevier
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 …

Ethical and sustainability considerations for knowledge graph based machine learning

CF Draschner, H Jabeen… - 2022 IEEE Fifth …, 2022 - ieeexplore.ieee.org
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 …

Adaptive low-level storage of very large knowledge graphs

J Urbani, C Jacobs - Proceedings of The Web Conference 2020, 2020 - dl.acm.org
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 …

Compressed representation of dynamic binary relations with applications

NR Brisaboa, A Cerdeira-Pena, G de Bernardo… - Information Systems, 2017 - Elsevier
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 …

KGDist: A Prompt-Based Distillation Attack against LMs Augmented with Knowledge Graphs

H Ma, P Lv, K Chen, J Zhou - … of the 27th International Symposium on …, 2024 - dl.acm.org
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 …

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 …