Қатынас бойынша ойлау
task
ID: relationreasoning
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Large-Scale Relation Learning for Question Answering over Knowledge Bases with Pre-trained Language Models
AbstractThe key challenge of question answering over knowledge bases (KBQA) is the inconsistency between the natural language questions and the reasoning paths in the knowledge base (KB). Recent graph-based KBQA …...
Metric-guided Distillation: Distilling Knowledge from the Metric to Ranker and Retriever for Generative Commonsense Reasoning
AbstractCommonsense generation aims to generate a realistic sentence describing a daily scene under the given concepts, which is very challenging, since it requires models to have relational reasoning and compositional …...