Top "Language-model" questions

NLTK package to estimate the (unigram) perplexity

I am trying to calculate the perplexity for the data I have. The code I am using is: import sys …

python-2.7 nlp nltk n-gram language-model
word2vec - what is best? add, concatenate or average word vectors?

I am working on a recurrent language model. To learn word embeddings that can be used to initialize my language …

python word2vec gensim word-embedding language-model
Input shape for Keras LSTM/GRU language model

I am trying to train a language model on word level in Keras. I have my X and Y, both …

python nlp keras lstm language-model
How to compute skipgrams in python?

A k skipgram is an ngram which is a superset of all ngrams and each (k-i )skipgram till (k-i)==0 (which …

python nlp n-gram language-model
TensorFlow Embedding Lookup

I am trying to learn how to build RNN for Speech Recognition using TensorFlow. As a start, I wanted to …

tensorflow word2vec recurrent-neural-network language-model
ARPA language model documentation

Where can I find documentation on ARPA language model format? I am developing simple speech recognition app with pocket-sphinx STT …

nlp speech-recognition cmusphinx sphinx4 language-model