论文标题
关于卡拉卡框架在多模式接地中的重要性
On the Importance of Karaka Framework in Multi-modal Grounding
论文作者
论文摘要
计算Paninian语法模型有助于将自然语言表达解码为一系列修改器修饰的关系，因此与通常的斯坦福大学依赖关系相比，促进了更接近语言（上下文）语义的依赖关系。但是，在多模式愿景和语言应用程序的背景下，尚未研究此CPG依赖方案的重要性。在IIIT Hyderabad，我们计划进行一项新颖的研究，以探索视觉导航任务设置中CPG框架的潜在优势和缺点，这是一项流行且具有挑战性的多模式接地任务。
Computational Paninian Grammar model helps in decoding a natural language expression as a series of modifier-modified relations and therefore facilitates in identifying dependency relations closer to language (context) semantics compared to the usual Stanford dependency relations. However, the importance of this CPG dependency scheme has not been studied in the context of multi-modal vision and language applications. At IIIT Hyderabad, we plan to perform a novel study to explore the potential advantages and disadvantages of CPG framework in a vision-language navigation task setting, a popular and challenging multi-modal grounding task.
