Evidence Reasoning Model Architecture Diagram
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The Evidence Reasoning Model Architecture Diagram is a structured representation of the overall process of the EvidenceMap framework. It primarily describes the complete path from the construction of the "Evidence Map," through information filtering, association, and reasoning processing in the analysis module, to the final output of conclusions or decision results in the generation module. This architecture diagram emphasizes the evidence-driven reasoning mechanism, achieving systematic integration and credible inference of complex information through the collaborative work of multiple modules, thereby enhancing the model's capabilities in decision support and interpretability.
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Question
Chain of evidence
T
Eep
Projector
🔥
Dimension 2
Llama layer
Pc
Text embedding
Pe
Llama Embedder
En
Step1: Evidence Acquisition
Evidence Acquisition+LLM+Paper Extraction
Emp
MLP
Step2: Evidence Analysis
Step3: Answer generation
PLM
Dimension 1
Elp
Enhanced generation
Answer
DistilBERT encoder
Etp
Summary of reasoning & relevance
Elm
Pt
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