← Вернуться к списку

Какие приложения обработки естественного языка основаны на рекуррентных нейронных сетях?

Краткое содержание

Некоторые из приложений обработки естественного языка (NLP), взятых с этой ссылки, включают: машинный перевод, распознавание речи, анализ тональности, ответы на вопросы, автоматическое суммирование, чат-боты, анализ рынка и классификация текста. Также распознавание символов и проверка правописания. Какие приложения NLP поддерживают рекуррентные нейронные сети?

Полный текст

Which NLP applications are based on recurrent neural networks? Ask Question

Asked 5 years, 9 months ago Modified today Viewed 189 times

Asked 5 years, 9 months ago

0 $\begingroup$ Some of the NLP applications taken from this link NLP Applications : Machine Translation Speech Recognition Sentiment Analysis Question Answering Automatic Summarization Chatbots Market Intelligence Text Classification Character Recognition Spell Check Which are the NLP applications that supports recurrent neural network? natural-language-processing recurrent-neural-networks applications Share Improve this question Follow edited Apr 23, 2020 at 23:02 DukeZhou 6,239 5 5 gold badges 28 28 silver badges 55 55 bronze badges asked Mar 19, 2020 at 5:52 DRV 1,863 3 3 gold badges 16 16 silver badges 21 21 bronze badges $\endgroup$ Add a comment | 2 Answers 2 Sorted by: Reset to default Highest score (default) Date modified (newest first) Date created (oldest first) 0 $\begingroup$ Speech recognition and Character recognition are not part of NLP. Everything else on your list can in principle be done with RNNs. But the field is quickly moving towards using transformers . Share Improve this answer Follow answered Mar 19, 2020 at 8:29 BlindKungFuMaster 4,265 14 14 silver badges 23 23 bronze badges $\endgroup$ 2 $\begingroup$ I wanted just to add that RNN can also be used for speech recognition, even if it is not an NLP task. $\endgroup$ hola – hola 2020-03-19 08:56:48 +00:00 Commented Mar 19, 2020 at 8:56 $\begingroup$ Why aren't speech recognition and character recognition part of NLP? Also, in principle, many things can be done, so it may be useful to show that RNNs have already been used to solve the specific tasks. $\endgroup$ nbro – nbro 2020-03-19 13:55:53 +00:00 Commented Mar 19, 2020 at 13:55 Add a comment | 0 $\begingroup$ Other tasks that RNNs are effective at solving are time-series predictions or other sequence predictions that aren’t image or tabular based. Share Improve this answer Follow edited Apr 21, 2020 at 15:27 nbro 43.2k 14 14 gold badges 121 121 silver badges 222 222 bronze badges answered Apr 21, 2020 at 11:05 Annisa Rahmawati Suleman 1 2 2 bronze badges $\endgroup$ Add a comment | You must log in to answer this question. Start asking to get answers Find the answer to your question by asking. Ask question Explore related questions natural-language-processing recurrent-neural-networks applications See similar questions with these tags.

0 $\begingroup$ Some of the NLP applications taken from this link NLP Applications : Machine Translation Speech Recognition Sentiment Analysis Question Answering Automatic Summarization Chatbots Market Intelligence Text Classification Character Recognition Spell Check Which are the NLP applications that supports recurrent neural network? natural-language-processing recurrent-neural-networks applications Share Improve this question Follow edited Apr 23, 2020 at 23:02 DukeZhou 6,239 5 5 gold badges 28 28 silver badges 55 55 bronze badges asked Mar 19, 2020 at 5:52 DRV 1,863 3 3 gold badges 16 16 silver badges 21 21 bronze badges $\endgroup$ Add a comment |

0 $\begingroup$ Some of the NLP applications taken from this link NLP Applications : Machine Translation Speech Recognition Sentiment Analysis Question Answering Automatic Summarization Chatbots Market Intelligence Text Classification Character Recognition Spell Check Which are the NLP applications that supports recurrent neural network? natural-language-processing recurrent-neural-networks applications Share Improve this question Follow edited Apr 23, 2020 at 23:02 DukeZhou 6,239 5 5 gold badges 28 28 silver badges 55 55 bronze badges asked Mar 19, 2020 at 5:52 DRV 1,863 3 3 gold badges 16 16 silver badges 21 21 bronze badges $\endgroup$ Add a comment |

$\begingroup$ Some of the NLP applications taken from this link NLP Applications : Machine Translation Speech Recognition Sentiment Analysis Question Answering Automatic Summarization Chatbots Market Intelligence Text Classification Character Recognition Spell Check Which are the NLP applications that supports recurrent neural network? natural-language-processing recurrent-neural-networks applications Share Improve this question Follow edited Apr 23, 2020 at 23:02 DukeZhou 6,239 5 5 gold badges 28 28 silver badges 55 55 bronze badges asked Mar 19, 2020 at 5:52 DRV 1,863 3 3 gold badges 16 16 silver badges 21 21 bronze badges $\endgroup$

Some of the NLP applications taken from this link NLP Applications : Machine Translation Speech Recognition Sentiment Analysis Question Answering Automatic Summarization Chatbots Market Intelligence Text Classification Character Recognition Spell Check Which are the NLP applications that supports recurrent neural network?

Some of the NLP applications taken from this link NLP Applications :

Which are the NLP applications that supports recurrent neural network?

natural-language-processing recurrent-neural-networks applications

natural-language-processing recurrent-neural-networks applications

natural-language-processing recurrent-neural-networks applications

Share Improve this question Follow edited Apr 23, 2020 at 23:02 DukeZhou 6,239 5 5 gold badges 28 28 silver badges 55 55 bronze badges asked Mar 19, 2020 at 5:52 DRV 1,863 3 3 gold badges 16 16 silver badges 21 21 bronze badges

Share Improve this question Follow edited Apr 23, 2020 at 23:02 DukeZhou 6,239 5 5 gold badges 28 28 silver badges 55 55 bronze badges asked Mar 19, 2020 at 5:52 DRV 1,863 3 3 gold badges 16 16 silver badges 21 21 bronze badges

Share Improve this question Follow

Share Improve this question Follow

Share Improve this question Follow

Improve this question

edited Apr 23, 2020 at 23:02 DukeZhou 6,239 5 5 gold badges 28 28 silver badges 55 55 bronze badges

edited Apr 23, 2020 at 23:02 DukeZhou 6,239 5 5 gold badges 28 28 silver badges 55 55 bronze badges

edited Apr 23, 2020 at 23:02

edited Apr 23, 2020 at 23:02

DukeZhou 6,239 5 5 gold badges 28 28 silver badges 55 55 bronze badges

6,239 5 5 gold badges 28 28 silver badges 55 55 bronze badges

asked Mar 19, 2020 at 5:52 DRV 1,863 3 3 gold badges 16 16 silver badges 21 21 bronze badges

asked Mar 19, 2020 at 5:52 DRV 1,863 3 3 gold badges 16 16 silver badges 21 21 bronze badges

asked Mar 19, 2020 at 5:52

asked Mar 19, 2020 at 5:52

DRV 1,863 3 3 gold badges 16 16 silver badges 21 21 bronze badges

1,863 3 3 gold badges 16 16 silver badges 21 21 bronze badges

2 Answers 2 Sorted by: Reset to default Highest score (default) Date modified (newest first) Date created (oldest first) 0 $\begingroup$ Speech recognition and Character recognition are not part of NLP. Everything else on your list can in principle be done with RNNs. But the field is quickly moving towards using transformers . Share Improve this answer Follow answered Mar 19, 2020 at 8:29 BlindKungFuMaster 4,265 14 14 silver badges 23 23 bronze badges $\endgroup$ 2 $\begingroup$ I wanted just to add that RNN can also be used for speech recognition, even if it is not an NLP task. $\endgroup$ hola – hola 2020-03-19 08:56:48 +00:00 Commented Mar 19, 2020 at 8:56 $\begingroup$ Why aren't speech recognition and character recognition part of NLP? Also, in principle, many things can be done, so it may be useful to show that RNNs have already been used to solve the specific tasks. $\endgroup$ nbro – nbro 2020-03-19 13:55:53 +00:00 Commented Mar 19, 2020 at 13:55 Add a comment | 0 $\begingroup$ Other tasks that RNNs are effective at solving are time-series predictions or other sequence predictions that aren’t image or tabular based. Share Improve this answer Follow edited Apr 21, 2020 at 15:27 nbro 43.2k 14 14 gold badges 121 121 silver badges 222 222 bronze badges answered Apr 21, 2020 at 11:05 Annisa Rahmawati Suleman 1 2 2 bronze badges $\endgroup$ Add a comment | You must log in to answer this question. Start asking to get answers Find the answer to your question by asking. Ask question Explore related questions natural-language-processing recurrent-neural-networks applications See similar questions with these tags.

2 Answers 2 Sorted by: Reset to default Highest score (default) Date modified (newest first) Date created (oldest first)

2 Answers 2 Sorted by: Reset to default Highest score (default) Date modified (newest first) Date created (oldest first)

Sorted by: Reset to default Highest score (default) Date modified (newest first) Date created (oldest first)

Sorted by: Reset to default Highest score (default) Date modified (newest first) Date created (oldest first)

Sorted by: Reset to default

Highest score (default) Date modified (newest first) Date created (oldest first)

0 $\begingroup$ Speech recognition and Character recognition are not part of NLP. Everything else on your list can in principle be done with RNNs. But the field is quickly moving towards using transformers . Share Improve this answer Follow answered Mar 19, 2020 at 8:29 BlindKungFuMaster 4,265 14 14 silver badges 23 23 bronze badges $\endgroup$ 2 $\begingroup$ I wanted just to add that RNN can also be used for speech recognition, even if it is not an NLP task. $\endgroup$ hola – hola 2020-03-19 08:56:48 +00:00 Commented Mar 19, 2020 at 8:56 $\begingroup$ Why aren't speech recognition and character recognition part of NLP? Also, in principle, many things can be done, so it may be useful to show that RNNs have already been used to solve the specific tasks. $\endgroup$ nbro – nbro 2020-03-19 13:55:53 +00:00 Commented Mar 19, 2020 at 13:55 Add a comment |

0 $\begingroup$ Speech recognition and Character recognition are not part of NLP. Everything else on your list can in principle be done with RNNs. But the field is quickly moving towards using transformers . Share Improve this answer Follow answered Mar 19, 2020 at 8:29 BlindKungFuMaster 4,265 14 14 silver badges 23 23 bronze badges $\endgroup$ 2 $\begingroup$ I wanted just to add that RNN can also be used for speech recognition, even if it is not an NLP task. $\endgroup$ hola – hola 2020-03-19 08:56:48 +00:00 Commented Mar 19, 2020 at 8:56 $\begingroup$ Why aren't speech recognition and character recognition part of NLP? Also, in principle, many things can be done, so it may be useful to show that RNNs have already been used to solve the specific tasks. $\endgroup$ nbro – nbro 2020-03-19 13:55:53 +00:00 Commented Mar 19, 2020 at 13:55 Add a comment |

$\begingroup$ Speech recognition and Character recognition are not part of NLP. Everything else on your list can in principle be done with RNNs. But the field is quickly moving towards using transformers . Share Improve this answer Follow answered Mar 19, 2020 at 8:29 BlindKungFuMaster 4,265 14 14 silver badges 23 23 bronze badges $\endgroup$

Speech recognition and Character recognition are not part of NLP. Everything else on your list can in principle be done with RNNs. But the field is quickly moving towards using transformers .

Speech recognition and Character recognition are not part of NLP. Everything else on your list can in principle be done with RNNs. But the field is quickly moving towards using transformers .

Share Improve this answer Follow answered Mar 19, 2020 at 8:29 BlindKungFuMaster 4,265 14 14 silver badges 23 23 bronze badges

Share Improve this answer Follow answered Mar 19, 2020 at 8:29 BlindKungFuMaster 4,265 14 14 silver badges 23 23 bronze badges

Share Improve this answer Follow

Share Improve this answer Follow

Share Improve this answer Follow

answered Mar 19, 2020 at 8:29 BlindKungFuMaster 4,265 14 14 silver badges 23 23 bronze badges

answered Mar 19, 2020 at 8:29 BlindKungFuMaster 4,265 14 14 silver badges 23 23 bronze badges

answered Mar 19, 2020 at 8:29

answered Mar 19, 2020 at 8:29

BlindKungFuMaster 4,265 14 14 silver badges 23 23 bronze badges

4,265 14 14 silver badges 23 23 bronze badges

$\begingroup$ I wanted just to add that RNN can also be used for speech recognition, even if it is not an NLP task. $\endgroup$ hola – hola 2020-03-19 08:56:48 +00:00 Commented Mar 19, 2020 at 8:56 $\begingroup$ Why aren't speech recognition and character recognition part of NLP? Also, in principle, many things can be done, so it may be useful to show that RNNs have already been used to solve the specific tasks. $\endgroup$ nbro – nbro 2020-03-19 13:55:53 +00:00 Commented Mar 19, 2020 at 13:55 Add a comment |

$\begingroup$ I wanted just to add that RNN can also be used for speech recognition, even if it is not an NLP task. $\endgroup$ hola – hola 2020-03-19 08:56:48 +00:00 Commented Mar 19, 2020 at 8:56 $\begingroup$ Why aren't speech recognition and character recognition part of NLP? Also, in principle, many things can be done, so it may be useful to show that RNNs have already been used to solve the specific tasks. $\endgroup$ nbro – nbro 2020-03-19 13:55:53 +00:00 Commented Mar 19, 2020 at 13:55

$\begingroup$ I wanted just to add that RNN can also be used for speech recognition, even if it is not an NLP task. $\endgroup$ hola – hola 2020-03-19 08:56:48 +00:00 Commented Mar 19, 2020 at 8:56

$\begingroup$ I wanted just to add that RNN can also be used for speech recognition, even if it is not an NLP task. $\endgroup$ hola – hola 2020-03-19 08:56:48 +00:00 Commented Mar 19, 2020 at 8:56

2020-03-19 08:56:48 +00:00

$\begingroup$ Why aren't speech recognition and character recognition part of NLP? Also, in principle, many things can be done, so it may be useful to show that RNNs have already been used to solve the specific tasks. $\endgroup$ nbro – nbro 2020-03-19 13:55:53 +00:00 Commented Mar 19, 2020 at 13:55

$\begingroup$ Why aren't speech recognition and character recognition part of NLP? Also, in principle, many things can be done, so it may be useful to show that RNNs have already been used to solve the specific tasks. $\endgroup$ nbro – nbro 2020-03-19 13:55:53 +00:00 Commented Mar 19, 2020 at 13:55

2020-03-19 13:55:53 +00:00

0 $\begingroup$ Other tasks that RNNs are effective at solving are time-series predictions or other sequence predictions that aren’t image or tabular based. Share Improve this answer Follow edited Apr 21, 2020 at 15:27 nbro 43.2k 14 14 gold badges 121 121 silver badges 222 222 bronze badges answered Apr 21, 2020 at 11:05 Annisa Rahmawati Suleman 1 2 2 bronze badges $\endgroup$ Add a comment |

0 $\begingroup$ Other tasks that RNNs are effective at solving are time-series predictions or other sequence predictions that aren’t image or tabular based. Share Improve this answer Follow edited Apr 21, 2020 at 15:27 nbro 43.2k 14 14 gold badges 121 121 silver badges 222 222 bronze badges answered Apr 21, 2020 at 11:05 Annisa Rahmawati Suleman 1 2 2 bronze badges $\endgroup$ Add a comment |

$\begingroup$ Other tasks that RNNs are effective at solving are time-series predictions or other sequence predictions that aren’t image or tabular based. Share Improve this answer Follow edited Apr 21, 2020 at 15:27 nbro 43.2k 14 14 gold badges 121 121 silver badges 222 222 bronze badges answered Apr 21, 2020 at 11:05 Annisa Rahmawati Suleman 1 2 2 bronze badges $\endgroup$

Other tasks that RNNs are effective at solving are time-series predictions or other sequence predictions that aren’t image or tabular based.

Other tasks that RNNs are effective at solving are time-series predictions or other sequence predictions that aren’t image or tabular based.

Share Improve this answer Follow edited Apr 21, 2020 at 15:27 nbro 43.2k 14 14 gold badges 121 121 silver badges 222 222 bronze badges answered Apr 21, 2020 at 11:05 Annisa Rahmawati Suleman 1 2 2 bronze badges

Share Improve this answer Follow edited Apr 21, 2020 at 15:27 nbro 43.2k 14 14 gold badges 121 121 silver badges 222 222 bronze badges answered Apr 21, 2020 at 11:05 Annisa Rahmawati Suleman 1 2 2 bronze badges

Share Improve this answer Follow

Share Improve this answer Follow

Share Improve this answer Follow

edited Apr 21, 2020 at 15:27 nbro 43.2k 14 14 gold badges 121 121 silver badges 222 222 bronze badges

edited Apr 21, 2020 at 15:27 nbro 43.2k 14 14 gold badges 121 121 silver badges 222 222 bronze badges

edited Apr 21, 2020 at 15:27

edited Apr 21, 2020 at 15:27

nbro 43.2k 14 14 gold badges 121 121 silver badges 222 222 bronze badges

43.2k 14 14 gold badges 121 121 silver badges 222 222 bronze badges

answered Apr 21, 2020 at 11:05 Annisa Rahmawati Suleman 1 2 2 bronze badges

answered Apr 21, 2020 at 11:05 Annisa Rahmawati Suleman 1 2 2 bronze badges

answered Apr 21, 2020 at 11:05

answered Apr 21, 2020 at 11:05

Annisa Rahmawati Suleman 1 2 2 bronze badges

Start asking to get answers Find the answer to your question by asking. Ask question Explore related questions natural-language-processing recurrent-neural-networks applications See similar questions with these tags.

Start asking to get answers Find the answer to your question by asking. Ask question

Start asking to get answers Find the answer to your question by asking. Ask question

Start asking to get answers

Find the answer to your question by asking.

Explore related questions natural-language-processing recurrent-neural-networks applications See similar questions with these tags.

Explore related questions natural-language-processing recurrent-neural-networks applications See similar questions with these tags.

Explore related questions

natural-language-processing recurrent-neural-networks applications

See similar questions with these tags.

Featured on Meta A proposal for bringing back Community Promotion & Open Source Ads Native Ads coming soon to Stack Overflow and Stack Exchange Related 8 Have capsule neural networks been used to NLP problems? 1 How is the word embedding represented in the paper "Recurrent neural network based language model"? 0 NLP: Are hashtags tokenised? 3 Why do Convolution Neural Networks work on NLP/sequential tasks? 3 Does ChatGPT use different transformers for different downstream tasks? 1 How word2vec de-embeds the special names in language models which output text 1 Attention with Recurrent Neural Networks Hot Network Questions Book with a pistol that shoots pellets of ice Were the 1972 killings of Hutu by the Tutsi in Burundi later used as a justification for the 1994 Rwandan genocide? Is there a measure of astronomical distance that is not Earth-specific? Does every shiny ferret just drop money if attacked? Short story where “First Contact” with aliens becomes “Last Contact” because the person they contact is in a bad mood What was the first time a boss sang a song while fighting the player? Can I fork an Apache 2.0 (or MIT) library and license my fork as AGPL-3.0-or-later? How to tell if dual gang potentiometer varies both tracks throughout travel Basic function that encrypts and decrypts text based on password using sha3-512, taking string and outputting string on both directions Chebyshev polynomials of the first kind orthogonality confusion. Connector for Halide Design SPDIF to BNC bridge Conflict between \hl command from soul package and \linenumbers command from lineno package What do philosophers generally think about the possibility of a total foundation of philosophy? What is the meaning of “He made darkness his covering” in Psalm 18:11? Pastoral SF story about a needs-based utopian society where visitors assimilate peacefully Why is a fluoride a poor leaving group despite its large hydration enthalpy? Why do I receive response from the closed via iptables port моя адвокат (of a female lawyer) How would the rhumblines look on a flat world with a pole in the centre? Does a non-EU spouse of an EU citizen need to go through EES? How to make sure a Pokémon is from a specific region when trading? How was Kama Deva born? How do you describe a wall that contains ventilation holes What curves disconnect the torus more hot questions Question feed

Featured on Meta A proposal for bringing back Community Promotion & Open Source Ads Native Ads coming soon to Stack Overflow and Stack Exchange

A proposal for bringing back Community Promotion & Open Source Ads

Native Ads coming soon to Stack Overflow and Stack Exchange

Related 8 Have capsule neural networks been used to NLP problems? 1 How is the word embedding represented in the paper "Recurrent neural network based language model"? 0 NLP: Are hashtags tokenised? 3 Why do Convolution Neural Networks work on NLP/sequential tasks? 3 Does ChatGPT use different transformers for different downstream tasks? 1 How word2vec de-embeds the special names in language models which output text 1 Attention with Recurrent Neural Networks

8 Have capsule neural networks been used to NLP problems? 1 How is the word embedding represented in the paper "Recurrent neural network based language model"? 0 NLP: Are hashtags tokenised? 3 Why do Convolution Neural Networks work on NLP/sequential tasks? 3 Does ChatGPT use different transformers for different downstream tasks? 1 How word2vec de-embeds the special names in language models which output text 1 Attention with Recurrent Neural Networks

8 Have capsule neural networks been used to NLP problems?

1 How is the word embedding represented in the paper "Recurrent neural network based language model"?

0 NLP: Are hashtags tokenised?

3 Why do Convolution Neural Networks work on NLP/sequential tasks?

3 Does ChatGPT use different transformers for different downstream tasks?

1 How word2vec de-embeds the special names in language models which output text

1 Attention with Recurrent Neural Networks

Hot Network Questions Book with a pistol that shoots pellets of ice Were the 1972 killings of Hutu by the Tutsi in Burundi later used as a justification for the 1994 Rwandan genocide? Is there a measure of astronomical distance that is not Earth-specific? Does every shiny ferret just drop money if attacked? Short story where “First Contact” with aliens becomes “Last Contact” because the person they contact is in a bad mood What was the first time a boss sang a song while fighting the player? Can I fork an Apache 2.0 (or MIT) library and license my fork as AGPL-3.0-or-later? How to tell if dual gang potentiometer varies both tracks throughout travel Basic function that encrypts and decrypts text based on password using sha3-512, taking string and outputting string on both directions Chebyshev polynomials of the first kind orthogonality confusion. Connector for Halide Design SPDIF to BNC bridge Conflict between \hl command from soul package and \linenumbers command from lineno package What do philosophers generally think about the possibility of a total foundation of philosophy? What is the meaning of “He made darkness his covering” in Psalm 18:11? Pastoral SF story about a needs-based utopian society where visitors assimilate peacefully Why is a fluoride a poor leaving group despite its large hydration enthalpy? Why do I receive response from the closed via iptables port моя адвокат (of a female lawyer) How would the rhumblines look on a flat world with a pole in the centre? Does a non-EU spouse of an EU citizen need to go through EES? How to make sure a Pokémon is from a specific region when trading? How was Kama Deva born? How do you describe a wall that contains ventilation holes What curves disconnect the torus more hot questions