This is a diacritization model for Arabic language. This model was built/trained using the Tashkeela: the Arabic diacritization corpus on Kaggle
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Sep 10, 2023 - Python
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character-level-language-model
Here are 19 public repositories matching this topic...
Official code for Group-Transformer (Scale down Transformer by Grouping Features for a Lightweight Character-level Language Model, COLING-2020).
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Dec 30, 2020 - Python
A structured documentation hub for AI and ML concepts, based on Andrej Karpathy's 'Zero to Hero' series, featuring practical implementations and learning resources for language models and transformers.
documentation machine-learning python3 pytorch artificial-intelligence neural-networks gpt language-model character-level-language-model
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Jul 7, 2025
Lyrics Generation:notes: using LSTM , word2vec Analysis and more
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Jun 7, 2018 - Jupyter Notebook
Text Article generator using using Character level LSTM network.
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Mar 6, 2018 - Python
Build a character level language model to generate new dinosaur names
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Feb 15, 2018 - Python
Sequence Models coding assignments
transformers neural-machine-translation sequence-models recurrent-neural-network character-level-language-model lstm-network trigger-word-detection word-vector-representation
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Jun 30, 2021 - Jupyter Notebook
A causal intervention framework to learn robust and interpretable character representations inside subword-based language models
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Jul 10, 2023 - Jupyter Notebook
In this project, I worked with a small corpus consisting of simple sentences. I tokenized the words using n-grams from the NLTK library and performed word-level and character-level one-hot encoding. Additionally, I utilized the Keras Tokenizer to tokenize the sentences and implemented word embedding using the Embedding layer. For sentiment analysis
word-embeddings corpus seq2seq ngrams character-level character-level-language-model word-level-language-model one-hot-encoding pre-trained-word-embedding pre-trained-glove-6b word-level
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Aug 1, 2023 - Jupyter Notebook
An implementation of "Character-level Convolutional Networks for Text Classification" in Tensorflow. See https://arxiv.org/pdf/1509.01626.pdf.
nlp natural-language-processing natural-language-understanding paper-implementations character-level-cnn character-level-language-model character-convolutional-models
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Aug 11, 2020 - Python
Notebooks of programming assignments of Sequence Models course of deeplearning.ai on coursera in May-2020
word2vec word-embeddings language-modeling lstm rnn neural-machine-translation rnn-model sequence-models coursera-assignment attention-model brnn andrew-ng-course deeplearning-ai character-level-language-model trigger-word-detection lstm-sentiment-classification emojify-text
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May 2, 2020 - Jupyter Notebook
It aims to write new sentences by learning character units sentences using RNN. As training data, a collection of Shakespeare's novels was used.
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Nov 3, 2021 - Python
This repository contains the code and PLODv2 dataset to train character-level language models (CLM) for abbreviation and long-form detection released with our LREC-COLING 2024 publication
natural-language-processing datasets sequence-labeling character-level-language-model abbreviations-detection
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May 30, 2024 - Jupyter Notebook
Name generation using RNN. This model was trained for generating indian names. Made using keras.
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Jun 29, 2018 - Jupyter Notebook
retro style tokenization for language models
unicode natural-language-processing tokenizer natural-language transformers unicode-characters tokenization natural-language-understanding unicode-converter canine character-level-language-model huggingface large-language-models llm
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May 30, 2024 - Python
Character-level and token-based language models implemented in pure PyTorch.
open-source character-level-language-model large-language-models llm large-language-model llm-training llm-inference token-based-language-model
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Aug 23, 2025 - Jupyter Notebook
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Aug 4, 2020 - Jupyter Notebook
This repository contains the source code for our research on character-level models in Arabic Natural Language Processing (NLP).
text-classification data-augmentation arabic-nlp character-level-rnn character-level-cnn character-level-language-model
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Feb 4, 2025 - Python
Recurrent neural network for building a character-level language model and its application to generating new dinosaur names
rnn stochastic-gradient-descent recurrent-neural-network character-level-language-model gradient-clipping rnn-lstm
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Jan 25, 2022 - Jupyter Notebook
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