Логика в текст
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Logic2Text: High-Fidelity Natural Language Generation from Logical Forms
AbstractPrevious studies on Natural Language Generation (NLG) from structured data have primarily focused on surface-level descriptions of record sequences. However, for complex structured data, e.g., multi-row tables, it is often …...
Logic-Consistency Text Generation from Semantic Parses
Text generation from semantic parses is to generate textual descriptions for formal rep- resentation inputs such as logic forms and SQL queries. This is challenging due to two reasons: (1) …...
Investigating the Robustness of Natural Language Generation from Logical Forms via Counterfactual Samples
AbstractThe aim of Logic2Text is to generate controllable and faithful texts conditioned on tables and logical forms, which not only requires a deep understanding of the tables and logical forms, …...
Is Shortest Always Best? The Role of Brevity in Logic-to-Text Generation
AbstractSome applications of artificial intelligence make it desirable that logical formulae be converted computationally to comprehensible natural language sentences. As there are many logical equivalents to a given formula, finding …...