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Sequence To Sequence Models
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Sequential
• 22 methods
Methods
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Method
Year
Papers
BART
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension
2019
966
Seq2Seq
Sequence to Sequence Learning with Neural Networks
2014
680
T5
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
2019
640
Pointer Network
Pointer Networks
2015
105
Tacotron
Tacotron: Towards End-to-End Speech Synthesis
2017
65
mBART
Multilingual Denoising Pre-training for Neural Machine Translation
2020
63
GTS
A Goal-Driven Tree-Structured Neural Model for Math Word Problems
2019
36
ESIM
Enhanced LSTM for Natural Language Inference
2016
15
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