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- LLMAlign type Workflow assertion.
- LLMAlign type Workflow assertion.
- LLMAlign label "LLM-Align" assertion.
- LLMAlign label "LLM-Align" assertion.
- LLMAlign comment "LLM-Align is a three-stage framework for Entity Alignment (EA) that leverages LLMs. It uses heuristic methods for attribute and relation selection to create informative prompts and a multi-round voting mechanism to mitigate LLM hallucinations and positional bias, aiming to improve the accuracy of matching entities across KGs. Entity alignment is a crucial step in KG integration, falling under KG construction." assertion.
- LLMAlign comment "LLM-Align is a three-stage framework that leverages Large Language Models (LLMs) to infer entity alignments across Knowledge Graphs (KGs). It employs heuristic methods for selecting informative attributes and relations to construct specific prompts for LLMs and utilizes a multi-round voting mechanism to mitigate hallucination and positional bias, thereby enhancing the accuracy and reliability of KG completion by identifying equivalence facts." assertion.
- LLMAlign subject LLMAugmentedKGCompletion assertion.
- LLMAlign subject LLMAugmentedKGConstruction assertion.
- LLMAlign hasTopCategory LLMAugmentedKG assertion.
- LLMAlign hasTopCategory LLMAugmentedKG assertion.