kgqa
Datasets
All datasets matching “kgqa”KGQASubgraphsRanking
📰 News
[12/2023] Publishing of the original paper "Large Language Models Meets Knowledge Graph to Answer Factoid Questions". This paper first introduces the novelty of the extracted subgraphs; which provide valuable information for different methods of ranking. The paper leveraged T5-like models, and achieve SOTA results with Graph2Text ranking.
Dataset Summary
KGQASubgraphsRanking is the total-packaged dataset for both publications mentioned in the News section.… See the full description on the dataset page: https://huggingface.co/datasets/s-nlp/KGQASubgraphsRanking.KGQA_T5-xl-ssm
Dataset Card for "KGQA_T5-xl-ssm"
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KGQAGen-10k
KGQAGen-10k
KGQAGen-10k is a high-quality example dataset generated using our KGQAGen(github.com/liangliang6v6/KGQAGen) framework for multi-hop Knowledge Graph Question Answering (KGQA). It showcases how large-scale, verifiable QA benchmarks can be automatically constructed from Wikidata using a combination of subgraph expansion, SPARQL validation, and LLM-guided generation.
This 10k release serves as a representative sample demonstrating the scalability, reasoning depth, and… See the full description on the dataset page: https://huggingface.co/datasets/lianglz/KGQAGen-10k.KGQA_Mixtral
Dataset Card for "KGQA_Mixtral"
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KGQA_T5-large-ssm
Dataset Card for "KGQA_T5-large-ssm"
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KGQA_Mistral
Dataset Card for "KGQA_Mistral"
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