Data and text mining from online reviews: An automatic literature analysis
Sign Up to like & getrecommendations! Published in 2022 at "Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery"
DOI: 10.1002/widm.1448
Abstract: This paper reports on a thorough analysis of the scientific literature using data and text mining to uncover knowledge from online reviews due to their importance as user‐generated content. In this context, more than 12,000… read more here.
Keywords: online reviews; text mining; data text; analysis ... See more keywords
Narrative context-based data-to-text generation for ambient intelligence
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Ambient Intelligence and Humanized Computing"
DOI: 10.1007/s12652-019-01176-7
Abstract: In this paper, we propose a language generation model for the world of ambient intelligence (AmI). Various devices in use today are connected to the Internet and are used to provide a considerable amount of… read more here.
Keywords: data text; generation; ambient intelligence; text generation ... See more keywords
Improving semantic coverage of data-to-text generation model using dynamic memory networks
Sign Up to like & getrecommendations! Published in 2023 at "Natural Language Engineering"
DOI: 10.1017/s1351324923000207
Abstract: This paper proposes a sequence-to-sequence model for data-to-text generation, called DM-NLG, to generate a natural language text from structured nonlinguistic input. Specifically, by adding a dynamic memory module to the attention-based sequence-to-sequence model, it can… read more here.
Keywords: dynamic memory; data text; model; text ... See more keywords
A Survey on Neural Data-to-Text Generation
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Knowledge and Data Engineering"
DOI: 10.1109/tkde.2023.3304385
Abstract: Data-to-text Generation (D2T) aims to generate textual natural language statements that can fluently and precisely describe the structured data such as graphs, tables, and meaning representations (MRs) in the form of key-value pairs. It is… read more here.
Keywords: data text; generation; text generation; language ... See more keywords
Quality Control for Distantly-Supervised Data-to-Text Generation via Meta Learning
Sign Up to like & getrecommendations! Published in 2023 at "Applied Sciences"
DOI: 10.3390/app13095573
Abstract: Data-to-text generation plays an important role in natural language processing by processing structured data and helping people understand those data by generating user-friendly descriptive text. It can be applied to news generation, financial report generation,… read more here.
Keywords: distantly supervised; data text; generation; supervised data ... See more keywords