Table-to-Text Generation
Leaderboards
| TREND | DATASET | BEST METHOD | PAPER TITLE | PAPER | CODE | COMPARE |
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Greatest papers with code
Table-to-text Generation by Structure-aware Seq2seq Learning
In the decoding phase, dual attention mechanism which contains word level attention and field level attention is proposed to model the semantic relevance between the generated description and the table.
SOTA for Table-to-Text Generation on WikiBio
Neural Text Generation from Structured Data with Application to the Biography Domain
EMNLP 2016
• tyliupku/wiki2bio
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This paper introduces a neural model for concept-to-text generation that scales to large, rich domains.
#3 best model for
Table-to-Text Generation
on WikiBio
CONCEPT-TO-TEXT GENERATION LANGUAGE MODELLING TABLE-TO-TEXT GENERATION
Describing a Knowledge Base
WS 2018
• EagleW/Describing_a_Knowledge_Base
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We aim to automatically generate natural language descriptions about an input structured knowledge base (KB).
Order-Planning Neural Text Generation From Structured Data
• anindyasarkarIITH/Structure_data_to_summary
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Generating texts from structured data (e. g., a table) is important for various natural language processing tasks such as question answering and dialog systems.