Aug 2026
MORTIS: Towards Multi-Modal and Multi-Scale Federated Knowledge Graph Completion
Yichi Zhang, Linyu Li, Zhi Jin et al.
· IEEE Transactions on Knowled... · 0 citations
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Preprint
Aug 2026
VARM-Bench: Benchmarking Verifiable Structured Reasoning in Chinese Abusive Speech Moderation
VARM-Bench provides an auditable and reproducible benchmark for evaluating verifiable moderation rationales in Chinese abusive-speech moderation, and shows that strong label-level performance can conceal substantial errors in complete moderation records.
Mingyu Yuan, Shengtao Wen, Lingbing Guo et al.
· 0 citations
Preprint
Aug 2026
Toward Effective and Reliable LLM Agents via Dynamic Ontology
OaK is presented, an ontology-as-a-kernel framework that dynamically constructs and refines task-oriented ontologies for LLM agents and shows that OaK improves standard LLM agents, strengthens evidence grounding, and boosts the reliability of multi-step reasoning.
Xiaohui Zhang, Zequn Sun, Cheng Yang et al.
· 0 citations