Sequence To Sequence Models

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Sequential • 22 methods

Methods

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Method	Year	Papers
Seq2Seq Sequence to Sequence Learning with Neural Networks	2014	652
T5 Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer	2019	554
BART BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension	2019	455
Pointer Network Pointer Networks	2015	104
Tacotron Tacotron: Towards End-to-End Speech Synthesis	2017	62
mBART Multilingual Denoising Pre-training for Neural Machine Translation	2020	59
GTS A Goal-Driven Tree-Structured Neural Model for Math Word Problems	2019	27
ESIM Enhanced LSTM for Natural Language Inference	2016	14
ClariNet ClariNet: Parallel Wave Generation in End-to-End Text-to-Speech	2018	7
ParaNet Non-Autoregressive Neural Text-to-Speech	2019	4
Graph2Tree Graph-to-Tree Learning for Solving Math Word Problems	2020	4
Deep Voice 3 Deep Voice 3: Scaling Text-to-Speech with Convolutional Sequence Learning	2017	3
HBMP Sentence Embeddings in NLI with Iterative Refinement Encoders	2018	3
GAN-TTS High Fidelity Speech Synthesis with Adversarial Networks	2019	2
WaveTTS WaveTTS: Tacotron-based TTS with Joint Time-Frequency Domain Loss	2020	1
mBARTHez BARThez: a Skilled Pretrained French Sequence-to-Sequence Model	2020	1
LayoutReader LayoutReader: Pre-training of Text and Layout for Reading Order Detection	2021	1
ResBiLSTM	2000	1