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(Query) Results-to-Text focuses on turning query results into natural language. When users engage with a database using a natural language interface, they expect a seamless text-based interaction, including how results are presented. In this chapter, we’ll dive into the hurdles of Results-to-Text, drawing parallels and distinctions with other Data-to-Text areas, particularly Table-to-Text. We’ll also showcase current solutions and highlight research opportunities in this largely unexplored domain.

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The Results-to-Text Problem and Systems

  • 章节

  • 发表日期：

    2026年

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  • George Katsogiannis-Meimarakis,
  • Anna Mitsopoulou,
  • Mike Xydas,
  • Georgia Koutrika

摘要

(Query) Results-to-Text focuses on turning query results into natural language. When users engage with a database using a natural language interface, they expect a seamless text-based interaction, including how results are presented. In this chapter, we’ll dive into the hurdles of Results-to-Text, drawing parallels and distinctions with other Data-to-Text areas, particularly Table-to-Text. We’ll also showcase current solutions and highlight research opportunities in this largely unexplored domain.