STAMP model

GPTKB entity

Statements (29)
Predicate Object
gptkbp:instanceOf large language model
gptkbp:application table-to-text generation
gptkbp:architecture encoder-decoder
gptkbp:author gptkb:Xiaodong_He
Jian Yin
Xiaohua Liu
Xiaonan Li
Zaiqing Nie
Zhengdong Lu
gptkbp:citation over 100 (as of 2024)
gptkbp:decoderType pointer-generator decoder
gptkbp:encoderType table encoder
gptkbp:features multi-paragraph generation
pointer mechanism for copying table content
semantic alignment between table and text
gptkbp:field natural language processing
gptkbp:fullName Semantic Table-based Abstractive Multi-Paragraph model
https://www.w3.org/2000/01/rdf-schema#label STAMP model
gptkbp:input structured tables
gptkbp:introduced gptkb:Microsoft_Research_Asia
gptkbp:introducedIn 2018
gptkbp:notablePublication Table-to-Text: Describing Table Region with Natural Language (2018)
gptkbp:output natural language text
gptkbp:relatedTo abstractive summarization
table-to-text generation
gptkbp:trainer WIKIBIO
WIKITABLETEXT
gptkbp:bfsParent gptkb:Nancy_Leveson
gptkbp:bfsLayer 8