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.
13
questions
0
votes
0answers
11 views
Pytorch-Lightning.Trainer maxes out ram and causes crash when completing epoch
I have been working on a collab project which trains a model to generate news articles from given headlines.
I am using the Pytorch-lightning.Trainer to train my model for a single epoch. The model is ...
0
votes
0answers
29 views
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 ...
1
vote
0answers
14 views
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 ...
0
votes
1answer
51 views
Seeking advice: Building a NLP in C++ [closed]
Context:
I'm taking an advanced C++ course and there is a large 2 month project of my choosing that I'll be starting soon.
I want to build a NLP that can do text completion, but I'm new to this area ...
2
votes
1answer
47 views
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,...
1
vote
1answer
58 views
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 ...
0
votes
0answers
17 views
How to do reference-free evaluation for speech?
The outliers in speech include three types:
syntax errors,
semantic errors, and
errors in pragmatics.
I wonder if we can borrow the techniques from computer vision (CV) to tackle that, such as ...
0
votes
0answers
15 views
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 ...
0
votes
1answer
57 views
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,...
2
votes
1answer
94 views
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 ...
3
votes
0answers
78 views
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 ...
4
votes
1answer
4k views
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 ...
2
votes
1answer
1k views
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 ...
