Questions tagged [language-model]

For questions related to the concept of a language model, which is a probability distribution over sequences of words (for example, of a natural language, such as English).

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Comparing English and Spanish Queries using NLP

I am trying to see whether there are differences in sentences between the topics in 2 languages ie English and Spanish. Eg. (Face masks are mandatory, la mascarilla es obligatoria) but this stretched ...
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How can Kneser-Ney Smoothing be integrated into a neural language model?

I found a paper titled Multimodal representation: Kneser-Ney Smoothing/Skip-Gram based neural language model. I am curious about how can Kneser-Ney Smoothing technique be integrated into a feed-...
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24 views

What are the main differences between a language model and a machine translation model?

What are the main differences between a language model and a machine translation model?
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How to pad sequences during training for an encoder decoder model

I've got an encoder-decoder model for character level English language spelling correction, it is pretty basic stuff with a two LSTM encoder and another LSTM decoder. However, up until now, I have ...
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493 views

How to use BERT as a multi-purpose conversational AI?

I'm looking to make an NLP model that can achieve a dual purpose. One purpose is that it can hold interesting conversations (conversational AI), and another being that it can do intent classification ...
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135 views

What would be a good internal language for an AI?

For an AI to represent the world, it would be good if it could translate human sentences into something more precise. We know, for example, that mathematics can be built up from set theory. So ...
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Are embeddings in multi-lingual language models comparable across languages?

Facebook has just pushed out a bigger version of their multi-lingual language model XLM, called XLM-R. My question is: do these kind of multi-lingual models imply, or even ensure, that their ...
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38 views

How do you build a language model to predict the contextual similarity between two documents?

How do you build a language model to predict the contextual similarity between two documents?
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38 views

How can I generate a document from a single word using GPT or BERT?

I have a dataset of 100000 documents each labelled with a topic to it. I want to create a model such that, given a topic, the model can generate a document from it. I came across language models GPT,...
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903 views

Where can I find pre-trained language models in English and German?

Where can I find (more) pre-trained language models? I am especially interested in neural network-based models for English and German. I am aware only of Language Model on One Billion Word Benchmark ...