Multiclass class classification for text document The Next CEO of Stack Overflow2019 Community Moderator ElectionText-Classification-Problem, what is the right approach?Extracting list of locations from text using RMulti-class text classification with LSTM in KerasMulticlass classification with many classes and wide range of sample sizesCategorize text as Body, Heading in a loosely formatted documentText extraction from documents using NLP or Deep LearningClassification models with multi-class allowed for each recordDealing with small number of examples in hierarchical text classificationMulti-Class Text Classification: Doc2Vec performing very bad compared to Hashing VectorWord classification (not text classification) using NLP
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Multiclass class classification for text document
The Next CEO of Stack Overflow2019 Community Moderator ElectionText-Classification-Problem, what is the right approach?Extracting list of locations from text using RMulti-class text classification with LSTM in KerasMulticlass classification with many classes and wide range of sample sizesCategorize text as Body, Heading in a loosely formatted documentText extraction from documents using NLP or Deep LearningClassification models with multi-class allowed for each recordDealing with small number of examples in hierarchical text classificationMulti-Class Text Classification: Doc2Vec performing very bad compared to Hashing VectorWord classification (not text classification) using NLP
$begingroup$
I have text document and I want to extract 5 specified types of words or phrases out of this document. I am thinking of using NER first and then multi class classification of NER output.
1. Is there any other way to do this?
or
2. How to do multi class classification on these test data( NER output or words)
machine-learning deep-learning rnn multiclass-classification named-entity-recognition
asked Mar 25 at 14:26
Pavan NaikPavan Naik
11
$endgroup$
add a comment |
$begingroup$
I have text document and I want to extract 5 specified types of words or phrases out of this document. I am thinking of using NER first and then multi class classification of NER output.
1. Is there any other way to do this?
or
2. How to do multi class classification on these test data( NER output or words)
machine-learning deep-learning rnn multiclass-classification named-entity-recognition
asked Mar 25 at 14:26
Pavan NaikPavan Naik
11
$endgroup$
$begingroup$
With NER you should already be able to extract words and phrases. Can you expand on what's the purpose with the classification?
$endgroup$
– Simon Larsson
Mar 25 at 15:31
$begingroup$
In this I am extracting entities from legal contracts, so accuracy is poor. So I want to use NER as just for entity extraction.Then classify them correctly.
$endgroup$
– Pavan Naik
Mar 26 at 17:56
$begingroup$
You are giving very little information for people to understand the problem. I suggest you rewrite your question. Show examples of what entities you are trying to extract with NER. Explain why results are poor with examples. Show what kind of results you want to achieve with the classification .
$endgroup$
– Simon Larsson
Mar 26 at 18:20
add a comment |
$begingroup$
I have text document and I want to extract 5 specified types of words or phrases out of this document. I am thinking of using NER first and then multi class classification of NER output.
1. Is there any other way to do this?
or
2. How to do multi class classification on these test data( NER output or words)
machine-learning deep-learning rnn multiclass-classification named-entity-recognition
asked Mar 25 at 14:26
Pavan NaikPavan Naik
11
$endgroup$
I have text document and I want to extract 5 specified types of words or phrases out of this document. I am thinking of using NER first and then multi class classification of NER output.
1. Is there any other way to do this?
or
2. How to do multi class classification on these test data( NER output or words)
machine-learning deep-learning rnn multiclass-classification named-entity-recognition
machine-learning deep-learning rnn multiclass-classification named-entity-recognition
asked Mar 25 at 14:26
Pavan NaikPavan Naik
11
asked Mar 25 at 14:26
Pavan NaikPavan Naik
11
asked Mar 25 at 14:26
Pavan NaikPavan Naik
11
asked Mar 25 at 14:26
Pavan NaikPavan Naik
11
asked Mar 25 at 14:26
Pavan NaikPavan Naik
11
11
$begingroup$
With NER you should already be able to extract words and phrases. Can you expand on what's the purpose with the classification?
$endgroup$
– Simon Larsson
Mar 25 at 15:31
$begingroup$
In this I am extracting entities from legal contracts, so accuracy is poor. So I want to use NER as just for entity extraction.Then classify them correctly.
$endgroup$
– Pavan Naik
Mar 26 at 17:56
$begingroup$
You are giving very little information for people to understand the problem. I suggest you rewrite your question. Show examples of what entities you are trying to extract with NER. Explain why results are poor with examples. Show what kind of results you want to achieve with the classification .
$endgroup$
– Simon Larsson
Mar 26 at 18:20
add a comment |
$begingroup$
With NER you should already be able to extract words and phrases. Can you expand on what's the purpose with the classification?
$endgroup$
– Simon Larsson
Mar 25 at 15:31
$begingroup$
In this I am extracting entities from legal contracts, so accuracy is poor. So I want to use NER as just for entity extraction.Then classify them correctly.
$endgroup$
– Pavan Naik
Mar 26 at 17:56
$begingroup$
You are giving very little information for people to understand the problem. I suggest you rewrite your question. Show examples of what entities you are trying to extract with NER. Explain why results are poor with examples. Show what kind of results you want to achieve with the classification .
$endgroup$
– Simon Larsson
Mar 26 at 18:20
$begingroup$
With NER you should already be able to extract words and phrases. Can you expand on what's the purpose with the classification?
$endgroup$
– Simon Larsson
Mar 25 at 15:31
$begingroup$
With NER you should already be able to extract words and phrases. Can you expand on what's the purpose with the classification?
$endgroup$
– Simon Larsson
Mar 25 at 15:31
$begingroup$
In this I am extracting entities from legal contracts, so accuracy is poor. So I want to use NER as just for entity extraction.Then classify them correctly.
$endgroup$
– Pavan Naik
Mar 26 at 17:56
$begingroup$
In this I am extracting entities from legal contracts, so accuracy is poor. So I want to use NER as just for entity extraction.Then classify them correctly.
$endgroup$
– Pavan Naik
Mar 26 at 17:56
$begingroup$
You are giving very little information for people to understand the problem. I suggest you rewrite your question. Show examples of what entities you are trying to extract with NER. Explain why results are poor with examples. Show what kind of results you want to achieve with the classification .
$endgroup$
– Simon Larsson
Mar 26 at 18:20
$begingroup$
You are giving very little information for people to understand the problem. I suggest you rewrite your question. Show examples of what entities you are trying to extract with NER. Explain why results are poor with examples. Show what kind of results you want to achieve with the classification .
$endgroup$
– Simon Larsson
Mar 26 at 18:20
add a comment |
0
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$begingroup$
With NER you should already be able to extract words and phrases. Can you expand on what's the purpose with the classification?
$endgroup$
– Simon Larsson
Mar 25 at 15:31
$begingroup$
In this I am extracting entities from legal contracts, so accuracy is poor. So I want to use NER as just for entity extraction.Then classify them correctly.
$endgroup$
– Pavan Naik
Mar 26 at 17:56
$begingroup$
You are giving very little information for people to understand the problem. I suggest you rewrite your question. Show examples of what entities you are trying to extract with NER. Explain why results are poor with examples. Show what kind of results you want to achieve with the classification .
$endgroup$
– Simon Larsson
Mar 26 at 18:20