Natural Language Generation Using Link Grammar for General Conversational Intelligence

04/19/2021

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by   Vignav Ramesh, et al.

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Many current artificial general intelligence (AGI) and natural language processing (NLP) architectures do not possess general conversational intelligence–that is, they either do not deal with language or are unable to convey knowledge in a form similar to the human language without manual, labor-intensive methods such as template-based customization. In this paper, we propose a new technique to automatically generate grammatically valid sentences using the Link Grammar database. This natural language generation method far outperforms current state-of-the-art baselines and may serve as the final component in a proto-AGI question answering pipeline that understandably handles natural language material.