Questions tagged [natural-language-generation]

For questions about the generation of human-readable text from structured data. This is related to natural-language-processing (NLP), and statistical NLP models can be used in NLG too. However, NLG also applies to templating, report writing and scripted conversations.

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How do I preload a conversational AI assistant like GPT-3 with complex relational data to draw on?

I'm exploring options to build a virtual assistant type of product. Creating good dialog is mostly solved with GPT-3 or even DialoGPT. My main question is how do I add larger amounts of relational ...
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Can you train GPT-J to use a specific list of words and prioritise them?

Can you train GPT-J to use a specific list of words and prioritise them? If so, please could you share how I would go about this? Say you're using GPT-J to write a story, you might wish to mention ...
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BERT2: How to use GPT2LMHeadModel to start a sentence, not complete it

I am using GPT2LMHeadModel to change the way GPT2 choose the next word in a sentence. At this point, I have to give the initial part of the sentence and GTP2 starts to predict the better next word. I ...
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Why do language models produce different outputs for same prompt?

For conventional 'Neural Networks', the weights simply act as a transformation in highly multi-dimensional space; for a forward pass, the output is always the same since there is no stochastic ...
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What is the best way to generate German paraphrases?

What is the best method to generate German paraphrases? The state-of-the-art are seq2seq transformer models, like T5, but they only work for English sentences. I found the multilingual MT5 model, but ...
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Can unsupervised models learn something from cat vocalizations?

I love cats, and over the years have noticed that they have recurrent patterns of vocalizations. For example, upon seeing a bird, a cat may start chittering, but the same cat would never chitter at ...
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I have 5000 html files (structured text), how can I generate a new one that "resembles" those?

I don't know anything about ML or NLP, but I was asked by someone to create brand new statutes (written laws) that resemble the ones currently in effect in my country. I have already gathered the laws,...
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How are certain machine learning models able to produce variable-length outputs given variable-length inputs?

Most machine learning models, such as multilayer perceptrons, require a fixed-length input and output, but generative (pre-trained) transformers can produce sentences or full articles of variable ...
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Is there any neural network model that can perform multiple NLP steps at once?

I realize most NLP algorithms have multiple steps. (e.g. OCR/speech rec > syntax > semantics > response logic > semantic output > natural language output) Is there any NN model that can ...
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Making generated texts from "data-to-text" more variable

I am diving in data-to-text generation for long articles (> 1000 words). After creating a template and fill it with data I am currently going down on paragraph level and adding different paragraphs,...
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Are there any meaningful books entirely written by an artificial intelligence?

Are there any meaningful books entirely written by an artificial intelligence? I mean something with meaning, unlike random words or empty books. Something that can be charactersed as fiction ...
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How can I generate artificial conversations between two AIs?

I am building an artificial town that has randomly generated people with different personalities. People in this artificial town have attributes that change their happiness, ego, rep, etc. I already ...
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1 answer
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How can I leverage artificial intelligence and virtual reality to create intelligent automatic story generation?

How can I leverage artificial intelligence and virtual reality to create intelligent automatic story generation? My idea is to come up with a system that is empowering the user’s imagination to create ...
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9 votes
3 answers
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Can AI write good jokes yet?

Just watched a recent WIRED video on virtual assistants' performance on telling jokes. They're composed by humans, but I'd like to know if AI has gotten good enough to write some.
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2 votes
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How can a system like Jarvis understand the commands and take actions?

I am looking to make an AI like Jarvis. A perfect real-life example of this type of system is the simple AI that Mark Zuckerberg has recently built. Here is a description of how his AI works. From ...
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