FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3133792007> ?p ?o ?g. }

• W3133792007 abstract "Edit-based approaches have recently shown promising results on multiple monolingual sequence transduction tasks. In contrast to conventional sequence-to-sequence (Seq2Seq) models, which learn to generate text from scratch as they are trained on parallel corpora, these methods have proven to be much more effective since they are able to learn to make fast and accurate transformations while leveraging powerful pre-trained language models. Inspired by these ideas, we present TST, a simple and efficient Text Simplification system based on sequence Tagging, leveraging pre-trained Transformer-based encoders. Our system makes simplistic data augmentations and tweaks in training and inference on a pre-existing system, which makes it less reliant on large amounts of parallel training data, provides more control over the outputs and enables faster inference speeds. Our best model achieves near state-of-the-art performance on benchmark test datasets for the task. Since it is fully non-autoregressive, it achieves faster inference speeds by over 11 times than the current state-of-the-art text simplification system." @default.
• W3133792007 created "2021-03-15" @default.
• W3133792007 creator A5041300459 @default.
• W3133792007 creator A5051484319 @default.
• W3133792007 creator A5089198858 @default.
• W3133792007 date "2021-03-08" @default.
• W3133792007 modified "2023-09-27" @default.
• W3133792007 title "Text Simplification by Tagging" @default.
• W3133792007 cites W1501229393 @default.
• W3133792007 cites W1507711477 @default.
• W3133792007 cites W1544285860 @default.
• W3133792007 cites W1746111881 @default.
• W3133792007 cites W2019501487 @default.
• W3133792007 cites W2042262613 @default.
• W3133792007 cites W2063490579 @default.
• W3133792007 cites W2101105183 @default.
• W3133792007 cites W2106287264 @default.
• W3133792007 cites W2108373063 @default.
• W3133792007 cites W2109802560 @default.
• W3133792007 cites W2109881807 @default.
• W3133792007 cites W2112282043 @default.
• W3133792007 cites W2113671803 @default.
• W3133792007 cites W2115094368 @default.
• W3133792007 cites W2115416380 @default.
• W3133792007 cites W2115769265 @default.
• W3133792007 cites W2119954850 @default.
• W3133792007 cites W2130942839 @default.
• W3133792007 cites W2156422881 @default.
• W3133792007 cites W2157331557 @default.
• W3133792007 cites W2250365808 @default.
• W3133792007 cites W2250531756 @default.
• W3133792007 cites W2250958747 @default.
• W3133792007 cites W2251127293 @default.
• W3133792007 cites W2251200196 @default.
• W3133792007 cites W2251608410 @default.
• W3133792007 cites W2251831371 @default.
• W3133792007 cites W2251933807 @default.
• W3133792007 cites W22627370 @default.
• W3133792007 cites W2293959877 @default.
• W3133792007 cites W2401830275 @default.
• W3133792007 cites W2523717353 @default.
• W3133792007 cites W2524789673 @default.
• W3133792007 cites W2534253848 @default.
• W3133792007 cites W2551704653 @default.
• W3133792007 cites W2564861257 @default.
• W3133792007 cites W2587694128 @default.
• W3133792007 cites W2605243085 @default.
• W3133792007 cites W2741816383 @default.
• W3133792007 cites W2743653651 @default.
• W3133792007 cites W2774217864 @default.
• W3133792007 cites W2807383112 @default.
• W3133792007 cites W2877825950 @default.
• W3133792007 cites W2890771450 @default.
• W3133792007 cites W2891765028 @default.
• W3133792007 cites W2897826647 @default.
• W3133792007 cites W2901159074 @default.
• W3133792007 cites W2927213876 @default.
• W3133792007 cites W2949806279 @default.
• W3133792007 cites W2962784628 @default.
• W3133792007 cites W2963023793 @default.
• W3133792007 cites W2963658612 @default.
• W3133792007 cites W2964121744 @default.
• W3133792007 cites W2964308564 @default.
• W3133792007 cites W2964330417 @default.
• W3133792007 cites W2965373594 @default.
• W3133792007 cites W2965521993 @default.
• W3133792007 cites W2968888988 @default.
• W3133792007 cites W2970429618 @default.
• W3133792007 cites W2970744242 @default.
• W3133792007 cites W2971167892 @default.
• W3133792007 cites W2980282514 @default.
• W3133792007 cites W2982399380 @default.
• W3133792007 cites W2998235597 @default.
• W3133792007 cites W3013167650 @default.
• W3133792007 cites W3022915354 @default.
• W3133792007 cites W3023237241 @default.
• W3133792007 cites W3031177759 @default.
• W3133792007 cites W3037162118 @default.
• W3133792007 cites W3082928416 @default.
• W3133792007 cites W45452291 @default.
• W3133792007 hasPublicationYear "2021" @default.
• W3133792007 type Work @default.
• W3133792007 sameAs 3133792007 @default.
• W3133792007 citedByCount "0" @default.
• W3133792007 crossrefType "posted-content" @default.
• W3133792007 hasAuthorship W3133792007A5041300459 @default.
• W3133792007 hasAuthorship W3133792007A5051484319 @default.
• W3133792007 hasAuthorship W3133792007A5089198858 @default.
• W3133792007 hasConcept C111919701 @default.
• W3133792007 hasConcept C118505674 @default.
• W3133792007 hasConcept C121332964 @default.
• W3133792007 hasConcept C13280743 @default.
• W3133792007 hasConcept C137293760 @default.
• W3133792007 hasConcept C154945302 @default.
• W3133792007 hasConcept C162324750 @default.
• W3133792007 hasConcept C165801399 @default.
• W3133792007 hasConcept C185798385 @default.
• W3133792007 hasConcept C187736073 @default.
• W3133792007 hasConcept C199360897 @default.
• W3133792007 hasConcept C203005215 @default.

• next