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Natural Language Generation Using Link Grammar for General Conversational Intelligence

Authors:

Year: 2021
Venue: arXiv:2105.00830
Links: arXiv abstract

Summary

Proposes a method to automatically generate grammatically valid sentences from the Link Grammar database, reporting large improvements over state-of-the-art baselines and intended as the final natural-language-generation component of an interpretable proto-AGI question-answering pipeline. It emphasizes interpretable language processing over black-box neural generation.

Relevance to Hyperon

A Link-Grammar-based NLG source directly in the interpretable-pipeline lineage (segmentation → parsing → generation) described in the Semantic Parsing Deep Dive.

Key References

• RawData source
• Semantic Parsing Deep Dive