#Knowledge Graphs
Latest news articles tagged with "Knowledge Graphs". Follow the timeline of events, related topics, and entities.
Articles (9)
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🇺🇸 Graph Your Way to Inspiration: Integrating Co-Author Graphs with Retrieval-Augmented Generation for Large Language Model Based Scientific Idea Generation
[USA]
arXiv:2602.22215v1 Announce Type: new Abstract: Large Language Models (LLMs) demonstrate potential in the field of scientific idea generation. However, the generated results often lack controllable a...
Related: #Artificial Intelligence, #Scientific Research, #Retrieval-Augmented Generation -
🇺🇸 E-MMKGR: A Unified Multimodal Knowledge Graph Framework for E-commerce Applications
[USA]
arXiv:2602.20877v1 Announce Type: cross Abstract: Multimodal recommender systems (MMRSs) enhance collaborative filtering by leveraging item-side modalities, but their reliance on a fixed set of modal...
Related: #E-commerce Technology, #Multimodal Systems -
🇺🇸 The Initial Exploration Problem in Knowledge Graph Exploration
[USA]
arXiv:2602.21066v1 Announce Type: new Abstract: Knowledge Graphs (KGs) enable the integration and representation of complex information across domains, but their semantic richness and structural comp...
Related: #User Experience, #Information Architecture, #Human-Computer Interaction -
🇺🇸 Enhancing Large Language Models (LLMs) for Telecom using Dynamic Knowledge Graphs and Explainable Retrieval-Augmented Generation
[USA]
arXiv:2602.17529v1 Announce Type: new Abstract: Large language models (LLMs) have shown strong potential across a variety of tasks, but their application in the telecom field remains challenging due ...
Related: #Artificial Intelligence, #Natural Language Processing, #Telecom Engineering, #Retrieval‑Augmented Generation -
🇺🇸 Just KIDDIN: Knowledge Infusion and Distillation for Detection of INdecent Memes
[USA]
arXiv:2411.12174v3 Announce Type: replace-cross Abstract: Toxicity identification in online multimodal environments remains a challenging task due to the complexity of contextual connections across m...
Related: #Artificial Intelligence Ethics, #Multimodal Machine Learning, #Toxic Content Detection, #Model Compression and Distillation -
🇺🇸 SIGMUS: Semantic Integration for Knowledge Graphs in Multimodal Urban Spaces
[USA]
arXiv:2509.00287v2 Announce Type: replace Abstract: Modern urban spaces are equipped with an increasingly diverse set of sensors, all producing an abundance of multimodal data. Such multimodal data c...
Related: #Urban Sensor Data Integration, #Semantic Technologies, #Real‑time Crisis Management, #Smart Cities -
🇺🇸 Evolving Beyond Snapshots: Harmonizing Structure and Sequence via Entity State Tuning for Temporal Knowledge Graph Forecasting
[USA]
arXiv:2602.12389v1 Announce Type: new Abstract: Temporal knowledge graph (TKG) forecasting requires predicting future facts by jointly modeling structural dependencies within each snapshot and tempor...
Related: #Artificial Intelligence, #Temporal Forecasting -
🇺🇸 Panning for Gold: Expanding Domain-Specific Knowledge Graphs with General Knowledge
[USA]
arXiv:2601.10485v3 Announce Type: replace Abstract: Domain-specific knowledge graphs (DKGs) are critical yet often suffer from limited coverage compared to General Knowledge Graphs (GKGs). Existing t...
Related: #AI Research, #Data Integration -
🇺🇸 TA-KAND: Two-stage Attention Triple Enhancement and U-KAN based Diffusion For Few-shot Knowledge Graph Completion
[USA]
arXiv:2512.12182v2 Announce Type: replace Abstract: Knowledge Graphs have become fundamental infrastructure for applications such as intelligent question answering and recommender systems due to thei...
Related: #Artificial Intelligence, #Data Science, #Machine Learning