A Bigram Language Model from scratch with no-smoothing and add-one smoothing. Outputs bigram counts, bigram probabilities and probability of test sentence.
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Jan 12, 2021 - Jupyter Notebook
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n-gram-language-models
Here are 41 public repositories matching this topic...
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Sep 6, 2022 - Python
Hangman Game implementation using n-gram language model in NLP, achieved an accuracy of more than 50%
python nlp data-science natural-language-processing hangman-game interpolation accuracy colab-notebook n-gram-language-models interpolating-n-gram
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Jul 18, 2023 - Jupyter Notebook
Generating Urdu poetry using SpaCy in Python. Poetry has been generated by using Uni-grams, Bi-grams, Tri-grams and through Bidirectional Bigram Model and Backward Bigram model.
python natural-language-processing poetry spacy poetry-generator bi-directional google-colab urdu-nlp bi-grams google-colaboratory tri-gram poetry-generation n-gram-language-models
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Mar 29, 2022 - Jupyter Notebook
Create n-gram models for word predictions
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Oct 12, 2024 - HTML
Automatic Speech Recognition using Conformer with Speech Sentiment Analysis & Text Summarizer
sox transformer speech-recognition xgboost bart speech-to-text hacktoberfest asr emotion-recognition text-summarizer conformer kenlm cnn-lstm t5 ctc-decode n-gram-language-models mozilla-common-voice cnn-bilstm-attention
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Dec 9, 2024 - Python
2023数模美赛M奖论文的工程文件和结果，禁止转载
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Jan 2, 2024 - Jupyter Notebook
Scripts to train a n-gram language models on Wikipedia articles
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Jan 17, 2022 - Python
Language detection using n-gram model for PyCon PL'2020 lightning talk
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Feb 18, 2021 - Jupyter Notebook
N-gram models- Unsmoothed, Laplace, Deleted Interpolation
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Jan 4, 2022 - Python
This repository houses a collection of my natural language processing (NLP) projects, showcasing a variety of applications and experiments in the field. From sentiment analysis to language modeling, explore the power of NLP through my code. Feel free to use, modify, and contribute!
nlp translation sentiment-analysis word-embeddings data-visualization naive-bayes-classifier classification gradient-descent gpt spell-checker char-rnn trax regression-algorithms titanic-dataset encoder-decoder-attention n-gram-language-models patient-survival-analysis chat-bot-nltk math-question-solver smallgpt
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Jan 28, 2024 - Jupyter Notebook
ngram language model next token prediction
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Aug 4, 2024 - Jupyter Notebook
A proof-of-concept audio-interactive personalized chatbot based on Ted Mosby, a character from the renowned TV show "How I Met Your Mother"
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Aug 25, 2021 - Python
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Jul 19, 2023 - Python
markoText is a Python-powered story generator using a Bag of Words Markov Chain model to craft narratives. By training on input text, it learns word transition probabilities to generate unique content mimicking the style and structure of the original.
python natural-language-processing bag-of-words markov-chains probabilistic-inference scratch-implementation research-implementation n-gram-language-models
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Dec 30, 2024 - Jupyter Notebook
JHU Data Science Coursera Capstone Project - Predict the next 3 words in the sentence
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Aug 26, 2023 - HTML
Autocompletion using an n-gram language model.
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Oct 27, 2021 - Jupyter Notebook
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Feb 17, 2024 - Jupyter Notebook
TextFlow – A Java-based N-Gram language model for predictive text input and detailed linguistic analysis.
java lm language-model java-application linguistic-analysis javaui n-gram-language-models language-model-architectures
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Jun 23, 2024 - Java
1) N-grams 2) Emotion and sentiment analysis
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Nov 10, 2024 - Jupyter Notebook
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