Questions tagged [nlg]

Natural Language Generation: A sub-field of NLP where machine learns to generate natural language text.

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How can we use Attention Layer in a Encoder Decoder Model Architecture for Next Phrase Prediction?

I am currently building a Encoder Decoder Model for Next Phrase Prediction, but only using this model is just giving satisfactory results. So I chose to attach a Attention Layer to the same ...
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9 views

Generate Intro-Text for Newsletter

I am trying to implement the following idea. For a daily newsletter I would like to generate an engaging and funny intro text, such as: Good morning. Sorry if there are beer stains and buffalo ...
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43 views

Neural Network for text generation

I'm new into ML and NN and I would like to figure out what is the best way to solve this (initially little) problem. Suppose i have a {number} in input and i want as output the phrase "The number in ...
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1answer
41 views

Generate new sentences based on keywords

For example, for a domain specific neural network in Fashion, with the Keywords light, dress, orange, cotton. It could output: This gorgeous orange summer dress is great for wearing on sunny camping ...
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55 views

Test case generation from user stories using NLP and NLG

I have an existing database with User stories (with multiple text fields like Description with Use cases, acceptance criteria etc) and corresponding test cases with steps for each test case. I am ...
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1answer
104 views

Framing Sentences based on keywords

Given a few specific words, which techniques of Natural Language Processing can I use to achieve creating a meaningful sentence from those words? eg. Words: jackets, highest sale, sweaters, lowest ...
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52 views

Generate sentences using given data [closed]

I am working on an automated insights generation use case where I want to generate meaningful sentences from given aggregated data. For example, Data: ...
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1answer
71 views

How to create a language translator from scratch?

I want to create a translator which can translate English, Korean and Tamil sentences into English sentence, I tried googletrans but is there any way to create something better than that using DL and ...
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141 views

sentence patterns/rules/formulas for imperative sentences … [closed]

Please let me ask if you know any ressources on imperative sentence patterns for natural language generation. There’s probably some ressources online, but I did not really find any. Imperative ...
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566 views

Why is the F-measure preferred for classification tasks?

Why is the F-measure usually used for (supervised) classification tasks, whereas the G-measure (or Fowlkes–Mallows index) is generally used for (unsupervised) clustering tasks? The F-measure is the ...