Knowledge Graph (KG) synthesis is gaining traction in artificial intelligence research because it can construct structured knowledge …
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SPARE: Training-Free Representation Engineering for Managing Knowledge Conflicts in Large Language Models
by Techaiappby Techaiapp 4 minutes readLarge Language Models (LLMs) have demonstrated impressive capabilities in handling knowledge-intensive tasks through their parametric knowledge stored …
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Graph-Constrained Reasoning (GCR): A Novel AI Framework that Bridges Structured Knowledge in Knowledge Graphs with Unstructured Reasoning in LLMs
by Techaiappby Techaiapp 3 minutes readLarge language models (LLMs) have demonstrated significant reasoning capabilities, yet they face issues like hallucinations and the …