LSTM neural networks for language modeling

Martin Sundermeyer; Ralf Schlüter; Hermann Ney

doi:https://doi.org/10.21437/interspeech.2012-65

LSTM neural networks for language modeling

2012 · 1,996 citations · 6 from inside this corpus

Martin Sundermeyer, Ralf Schlüter, Hermann Ney

The source holds an abstract for this work, but its best open-access copy is under no open licence, which does not permit us to republish the text. Read it at the source below.

16 of 16 neighbouring works in this corpus. Blue is what this paper cites; orange is what cites it, and a dashed line is one neighbour citing another. Only the largest labels are drawn — every node carries its full title on hover.

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Citation edge evidence

Each row is directed from the citing work to the cited work. Source status remains readable without the interactive graph.

Sequence to Sequence Learning with Neural Networks→LSTM neural networks for language modelingLegacy edge — source detail unavailable
Fundamentals of Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) network→LSTM neural networks for language modelingLegacy edge — source detail unavailable
Sequence to Sequence Learning with Neural Networks→LSTM neural networks for language modelingLegacy edge — source detail unavailable
Long short-term memory recurrent neural network architectures for large scale acoustic mo…→LSTM neural networks for language modelingLegacy edge — source detail unavailable
Recurrent Neural Network Regularization→LSTM neural networks for language modelingLegacy edge — source detail unavailable
A Brief Overview of ChatGPT: The History, Status Quo and Potential Future Development→LSTM neural networks for language modelingLegacy edge — source detail unavailable
LSTM neural networks for language modeling→Long Short-Term MemoryLegacy edge — source detail unavailable
LSTM neural networks for language modeling→Learning representations by back-propagating errorsLegacy edge — source detail unavailable
LSTM neural networks for language modeling→Neural networks for pattern recognitionLegacy edge — source detail unavailable
LSTM neural networks for language modeling→Neural Networks for Pattern RecognitionLegacy edge — source detail unavailable
LSTM neural networks for language modeling→Learning long-term dependencies with gradient descent is difficultLegacy edge — source detail unavailable
LSTM neural networks for language modeling→Framewise phoneme classification with bidirectional LSTM and other neural network archite…Legacy edge — source detail unavailable
LSTM neural networks for language modeling→Recurrent neural network based language modelLegacy edge — source detail unavailable
LSTM neural networks for language modeling→Learning to forget: continual prediction with LSTMLegacy edge — source detail unavailable
LSTM neural networks for language modeling→Extensions of recurrent neural network language modelLegacy edge — source detail unavailable
LSTM neural networks for language modeling→Improved backing-off for M-gram language modelingLegacy edge — source detail unavailable
Recurrent Neural Network Regularization→Recurrent neural network based language modelLegacy edge — source detail unavailable
Recurrent Neural Network Regularization→Long Short-Term MemoryLegacy edge — source detail unavailable
Recurrent Neural Network Regularization→Sequence to Sequence Learning with Neural NetworksLegacy edge — source detail unavailable
Recurrent neural network based language model→Learning long-term dependencies with gradient descent is difficultLegacy edge — source detail unavailable
Long Short-Term Memory→Learning long-term dependencies with gradient descent is difficultLegacy edge — source detail unavailable
Framewise phoneme classification with bidirectional LSTM and other neural network archite…→Neural networks for pattern recognitionLegacy edge — source detail unavailable
Framewise phoneme classification with bidirectional LSTM and other neural network archite…→Long Short-Term MemoryLegacy edge — source detail unavailable
Sequence to Sequence Learning with Neural Networks→Learning representations by back-propagating errorsLegacy edge — source detail unavailable
Sequence to Sequence Learning with Neural Networks→Recurrent neural network based language modelLegacy edge — source detail unavailable
Sequence to Sequence Learning with Neural Networks→Long Short-Term MemoryLegacy edge — source detail unavailable
Sequence to Sequence Learning with Neural Networks→Learning long-term dependencies with gradient descent is difficultLegacy edge — source detail unavailable
Extensions of recurrent neural network language model→Learning representations by back-propagating errorsLegacy edge — source detail unavailable
Extensions of recurrent neural network language model→Recurrent neural network based language modelLegacy edge — source detail unavailable
Extensions of recurrent neural network language model→Learning long-term dependencies with gradient descent is difficultLegacy edge — source detail unavailable
Long short-term memory recurrent neural network architectures for large scale acoustic mo…→Recurrent neural network based language modelLegacy edge — source detail unavailable
Long short-term memory recurrent neural network architectures for large scale acoustic mo…→Long Short-Term MemoryLegacy edge — source detail unavailable
Long short-term memory recurrent neural network architectures for large scale acoustic mo…→Framewise phoneme classification with bidirectional LSTM and other neural network archite…Legacy edge — source detail unavailable
Long short-term memory recurrent neural network architectures for large scale acoustic mo…→Learning long-term dependencies with gradient descent is difficultLegacy edge — source detail unavailable
Fundamentals of Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) network→Recurrent Neural Network RegularizationLegacy edge — source detail unavailable
Fundamentals of Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) network→Long Short-Term MemoryLegacy edge — source detail unavailable
Fundamentals of Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) network→Framewise phoneme classification with bidirectional LSTM and other neural network archite…Legacy edge — source detail unavailable
Fundamentals of Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) network→Sequence to Sequence Learning with Neural NetworksLegacy edge — source detail unavailable
Fundamentals of Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) network→Long short-term memory recurrent neural network architectures for large scale acoustic mo…Legacy edge — source detail unavailable
Sequence to Sequence Learning with Neural Networks→Learning representations by back-propagating errorsLegacy edge — source detail unavailable
Sequence to Sequence Learning with Neural Networks→Recurrent neural network based language modelLegacy edge — source detail unavailable
Sequence to Sequence Learning with Neural Networks→Long Short-Term MemoryLegacy edge — source detail unavailable
A Brief Overview of ChatGPT: The History, Status Quo and Potential Future Development→Recurrent neural network based language modelLegacy edge — source detail unavailable

What this paper cites, inside the corpus

Paper	Year	Cited
Long Short-Term Memory	1997	101,359
Learning representations by back-propagating errors	1986	31,688
Neural networks for pattern recognition	1994	18,720
Neural Networks for Pattern Recognition	1995	12,273
Learning long-term dependencies with gradient descent is difficult	1994	8,610
Framewise phoneme classification with bidirectional LSTM and other neural network archite…	2005	5,619
Recurrent neural network based language model	2010	5,432
Learning to forget: continual prediction with LSTM	1999	2,427
Extensions of recurrent neural network language model	2011	1,603
Improved backing-off for M-gram language modeling	2002	1,500

What cites it, inside the corpus

Paper	Year	Cited
Sequence to Sequence Learning with Neural Networks	2014	13,351
Fundamentals of Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) network	2020	5,639
Sequence to Sequence Learning with Neural Networks	2014	3,514
Long short-term memory recurrent neural network architectures for large scale acoustic mo…	2014	2,986
Recurrent Neural Network Regularization	2014	2,289
A Brief Overview of ChatGPT: The History, Status Quo and Potential Future Development	2023	1,444

Links

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Topics

Speech Recognition and Synthesis	Computer Science
Natural Language Processing Techniques	Computer Science
Topic Modeling	Computer Science

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complete

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supports3 author record(s) attached.
supports22 reference(s) recorded.
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supportsA title is present.

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