Tag: multi-hop reasoning
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TGS-RAG: Bidirectional Text-Graph Framework for RAG Models
Discover TGS-RAG, a novel bidirectional framework enhancing retrieval-augmented generation models with improved text-graph synergy and multi-hop reasoning.
SPARK: AI Self-Play with Knowledge Graph Rewards
Discover SPARK, a novel AI framework using knowledge graphs for enhanced self-play and multi-hop reasoning in scientific literature analysis.
Improving LVLM Learning with ReMem Unlearning Benchmark
Discover how ReMem enhances LVLM learning and unlearning by addressing foundational failures and boosting privacy in AI models.
SCPRM: Advanced Schema-aware Model for KG Question Answering
Discover SCPRM, a schema-aware reward model enhancing multi-hop reasoning in knowledge graph question answering with improved accuracy and reliability.
Enhancing Multi-Hop Reasoning with Structural Causal Models
Discover how Structural Causal Models and Group Relative Policy Optimization improve multi-hop fact verification accuracy and interpretability.