Build unigram and bigram language models, implement Laplace smoothing and use the models to compute the perplexity of test corpora.
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Jun 24, 2017 - Python
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bigrams
Here are 51 public repositories matching this topic...
Typing Assistant provides the ability to autocomplete words and suggests predictions for the next word. This makes typing faster, more intelligent and reduces effort.
javascript
python
nlp
keyboard
natural-language-processing
autocompletion
corpus
prediction
ngrams
bigrams
text-prediction
typing-assistant
ngram-model
trigram-model
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Dec 27, 2017 - CSS
Next Word Prediction using n-gram Probabilistic Model with various Smoothing Techniques
nlp
prediction
trigrams
backoff
ngrams
bigrams
language-model
unigram
good-turing
quadgrams
knesser-ney-smoothing
prediction-ngram
ngram-probabilistic-model
interpolated-knesser-ney
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Jul 23, 2018 - Jupyter Notebook
Opinion mining for provided data from various NLTK corpus to test/enhance the accuracy of the NaiveBayesClassifier model.
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Oct 19, 2018 - Python
An Implementation of Bigram Anchor Words algorithm
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Jul 15, 2017 - Python
Data from a corpus of written Hawaiian
frequency
corpus
hawaii
n-grams
corpora
stoplist
ngram
stopwords
corpus-linguistics
hawaiian
hawaiian-language
corpus-data
ulukau
olelo-hawaii
hawaiian-electronic-library
frequency-list
bigrams
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Jun 27, 2016
Sentiment Analysis / Opinion Mining for provided data in NLTK corpus using NaiveBayesClassifier Algorithm
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Oct 23, 2018 - Python
The goal of this script is to implement three langauge models to perform sentence completion, i.e. given a sentence with a missing word to choose the correct one from a list of candidate words. The way to use a language model for this problem is to consider a possible candidate word for the sentence at a time and then ask the language model which version of the sentence is the most probable one.
python
nlp
markov-model
natural-language-processing
python3
bigrams
language-model
nlp-machine-learning
hidden-markov-models
sentence-completion
unigram-model
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Apr 6, 2019 - Python
A text mining analysis about requests to information access to São Paulo municipality in 2018
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Jan 17, 2020 - R
UNB Fall-2018 NLP Assignments 💬
nlp
sentiment-analysis
baseline
bigrams
language-models
hidden-markov-model
python27
unb
unigram
information-retrieval-based-chatbot
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Feb 25, 2019 - Python
Predicting next word with Natural Language Processing. Being able to predict what word comes next in a sentence is crucial when writing on portable devices that don't have a full size keyboard. However the same techniques used in texting application can be applied to a variety of other applications, for example: genomics by segmenting DNA, sequences speech recognition, automatic language translation or even as one student in the course suggested music sequence prediction.
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Mar 26, 2019 - HTML
Testing & learning different nlp and lex techniques
natural-language-processing
named-entity-recognition
trigrams
nltk
lexical-analysis
stopwords
bigrams
lemmatizer
parts-of-speech
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Oct 3, 2019 - Jupyter Notebook
Performance evaluation of sentiment classification on movie reviews
natural-language-processing
sentiment
classification
tf-idf
bigrams
unigram
ensemble-machine-learning
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May 26, 2018 - Python
Various small application based projects to help me understand Machine Learning and Natural Language Processing Algorithms.
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Jan 8, 2018 - Python
Indonesian Language Model (Ngrams & Shannon Visualization) in CodeIgniter
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Nov 5, 2017 - PHP
bigram using python language, menggunakan kalimat berbahasa indonesia
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Feb 19, 2019 - Jupyter Notebook
Natural-Language-Processing
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Mar 25, 2019 - Python
A Go n-gram indexer for natural language processing with modular tokenizers and data stores
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Aug 29, 2019 - Go
ВоГУ. ТЯПиМТ. ЭПИ-11м. 2017
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Jan 7, 2019 - Kotlin
bobbingwide
commented
Jul 14, 2018
Elsewhere of the page, sampled bigrams are automatically highlighted as links. It would be nice if
- Category descriptions were also processed
- We didn't need to duplicate the descriptions into the Genesis term meta fields.
CSCI 59000 BIG DATA ANALYTICS PROJECT
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Jul 17, 2019 - Python
Using MATLAB to analyze and visualize properties of binary files.
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Mar 23, 2017 - MATLAB
analysis
sentiment
trigrams
nltk
ensemble
matplotlib
support-vector-machine
bigrams
maximum-entropy
unigram
maj-voting
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Sep 28, 2017 - Python
An example of n-gram with n = 2 (bigram) for language modelling with indonesian language
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Oct 26, 2018 - Python
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Using Jetpack’s publicise method a new bigram created using the Submit bigram page only has a two word title. We need to be able to enhance the message with more words.
Two options.