The KnowLA method, proposed by Luo et al. in 2024, utilizes knowledgeable adaptation with Llama2-7B and Alpaca2 language models, incorporating WordNet, ConceptNet, and Wikidata knowledge graphs to perform MCQA, CBQA, and TruthfulQA tasks on the CSQA, SIQA, BBH, WQSP, and TriviaQA datasets, evaluated using Acc, CE Score, BLEU, and ROUGE metrics.

Authors

• Person: Not available Organization: arXiv
  Large Language Models Meet Knowledge Graphs for Question ...

Sources

• Large Language Models Meet Knowledge Graphs for Question ... arxiv.org arXiv via serper

Referenced by nodes (4)

• TruthfulQA concept
• Wikidata entity
• TriviaQA concept
• WordNet concept