The self-NLI-TDF framework filters domain knowledge by comparing candidate statements with trusted knowledge using NLI reasoning and reports 1 to 5 percent accuracy gains over direct LLM filtering.
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TrustDataFilter:Leveraging Trusted Knowledge Base Data for More Effective Filtering of Unknown Information
The self-NLI-TDF framework filters domain knowledge by comparing candidate statements with trusted knowledge using NLI reasoning and reports 1 to 5 percent accuracy gains over direct LLM filtering.