Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch. Based on code of https://github.com/karpathy/char-rnn. Support Chinese and other things.
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Oct 19, 2016 - Lua
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character-level
Here are 14 public repositories matching this topic...
Multi lingual character based named entity recognizer
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Apr 8, 2018 - Python
Code accompanying Incorporating Chinese Characters of Words for Lexical Sememe Prediction (ACL2018) https://arxiv.org/abs/1806.06349
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Sep 28, 2018 - Python
Implementation of the Character-level Intra Attention Network (CIAN) for Natural Language Inference (NLI) upon SNLI and MultiNLI corpus
keras attention-mechanism natural-language-inference snli character-level intra-attention repeval mnli multinli
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Nov 24, 2017 - Python
LittleLM: A tiny character-level n-gram language model for local corpus building and collaborative experimentation.
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Mar 21, 2026 - Python
a 5M parameter solution to a problem you could solve by counting on your fingers
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Apr 11, 2026 - Python
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 text generation with LSTM.
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Oct 29, 2020 - Jupyter Notebook
On Anonymous Commenting: A Greedy Approach to Balance Utilization and Anonymity for Instagram Users - Accepted at SIGIR 2019
instagram privacy author authorization insta user-modeling stylometry character-level author-detection hand-written-recognition digital-hand-written-recognition
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Jun 17, 2024 - Python
Explore AI-powered text generation with a character-level transformer model that mimics Shakespeare’s style.
nlp open-source machine-learning deep-learning text-generation pytorch transformer shakespeare character-level
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Aug 1, 2024 - Jupyter Notebook
Character-level fork of Fairseq for sequence-to-sequence learning
transliteration seq2seq sequence-to-sequence char-level-cnn character-level fairseq char-level-rnn char-level-lstm
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Oct 23, 2018 - Python
A simple implementation of a Markov chain text generator that can work at both character and word levels.
python nlp markov-model natural-language-processing markov-chain text-generation language-model character-level word-level
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Aug 7, 2025 - Python
Optimized LSTM-based character-level text generator trained on Shakespeare, achieving 3.5x faster training with mixed precision.
python nlp machine-learning natural-language-processing deep-learning text-generation pytorch lstm neural-networks rnn academic-project shakespeare character-level gpu-optimization mixed-precision
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Sep 25, 2025 - Python
Character-level language model focused on training, architecture, and optimization.
nlp training machine-learning deep-learning neural-network pytorch language-model tokenization character-level generative-ai
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Mar 18, 2026 - Python
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