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language-modeling

Here are 148 public repositories matching this topic...

quark0 / darts

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Differentiable architecture search for convolutional and recurrent networks

deep-learning language-modeling pytorch recurrent-networks image-classification convolutional-networks automl neural-architecture-search

Updated Dec 3, 2019
Python

Separius / BERT-keras

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Keras implementation of BERT with pre-trained weights

nlp theano tensorflow keras language-modeling transformer transfer-learning pretrained-models

Updated Jul 26, 2019
Python

meta-toolkit / meta

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A Modern C++ Data Sciences Toolkit

nlp search-engine c-plus-plus graph-algorithms text-classification word-embeddings text-analysis language-modeling inverted-index text-analytics pos-tag nlp-parsing

Updated Mar 9, 2020
C++

uber-research / PPLM

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Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.

nlp machine-learning natural-language-processing deep-learning language-modeling natural-language-generation

Updated Sep 30, 2020
Python

hirofumi0810 / neural_sp

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End-to-end ASR/LM implementation with PyTorch

streaming speech language-modeling pytorch transformer speech-recognition seq2seq attention automatic-speech-recognition sequence-to-sequence language-model attention-mechanism asr ctc rnn-transducer transformer-xl

Updated Nov 6, 2020
Python

majumderb / rezero

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Official PyTorch Repo for "ReZero is All You Need: Fast Convergence at Large Depth"

deep-neural-networks language-modeling transformer resnet pytroch

Updated Mar 17, 2020
Python

L0SG / relational-rnn-pytorch

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An implementation of DeepMind's Relational Recurrent Neural Networks in PyTorch.

deep-learning language-modeling pytorch recurrent-neural-networks transformer deepmind language-model word-language-model self-attention

Updated Dec 27, 2018
Python

songlab-cal / tape

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Open

Extend list of models by SeqVec

1

ptynecki commented May 16, 2020

Hey,

I would propose extend list of available models by SeqVec (ELMo-based implementation) which was presented in the Modeling aspects of the language of life through transfer-learning protein sequences paper.

SeqVec model trained on UniRef50 is available at: [SeqVec-model](

Read more

enhancement good first issue help wanted wontfix

rusiaaman / XLnet-gen

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XLNet for generating language.

text language-modeling language-model language-generation gpt2 xlnet transformer-xl

Updated Jul 27, 2019
Python

tonybeltramelli / Deep-Lyrics

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Lyrics Generator aka Character-level Language Modeling with Multi-layer LSTM Recurrent Neural Network

natural-language-processing deep-learning tensorflow language-modeling recurrent-neural-networks

Updated Sep 25, 2017
Python

suriyadeepan / rnn-from-scratch

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Use tensorflow's tf.scan to build vanilla, GRU and LSTM RNNs

tensorflow language-modeling recurrent-neural-networks rnn

Updated Mar 3, 2017
Python

songlab-cal / tape-neurips2019

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Tasks Assessing Protein Embeddings (TAPE), a set of five biologically relevant semi-supervised learning tasks spread across different domains of protein biology. (DEPRECATED)

benchmark deep-learning protein-structure language-modeling dataset semi-supervised-learning protein-sequences

Updated Jan 2, 2020
Python

jiali-ms / JLM

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A fast LSTM Language Model for large vocabulary language like Japanese and Chinese

deep-neural-networks tensorflow decoder language-modeling lstm beam-search viterbi

Updated Jun 4, 2019
Python

Sunnydreamrain / IndRNN_pytorch

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Independently Recurrent Neural Networks (IndRNN) implemented in pytorch.

skeleton language-modeling rnn action indrnn

Updated Mar 7, 2020
Python

indiejoseph / chinese-char-rnn

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Character-Level language models

nlp deep-learning tensorflow language-modeling rnn chinese

Updated Jun 17, 2017
Python

uzaymacar / comparatively-finetuning-bert

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Comparatively fine-tuning pretrained BERT models on downstream, text classification tasks with different architectural configurations in PyTorch.

language-modeling pytorch bert natural-language-understanding fine-tuning imdb-dataset attention-visualization

Updated Jul 2, 2020
Python

lyeoni / pretraining-for-language-understanding

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Pre-training of Language Models for Language Understanding

nlp language-modeling pytorch language-model pytorch-tutorial language-understanding

Updated Aug 24, 2019
Python

prajjwal1 / language-modelling

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LM, ULMFit et al.

nlp deep-learning language-modeling pytorch

Updated Dec 30, 2019
Python

kmario23 / KenLM-training

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Training an n-gram based Language Model using KenLM toolkit for Deep Speech 2

python natural-language-processing deep-neural-networks language-modeling speech-recognition automatic-speech-recognition language-model probabilistic-models kenlm deep-speech kenlm-toolkit

Updated May 20, 2019

miras-tech / MirasText

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MirasText

nlp sentiment-analysis article corpus language-modeling dataset persian-nlp text-corpus word-embedding irony-detection

Updated Aug 12, 2020
Python

uyaseen / theano-recurrence

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Recurrent Neural Networks (RNN, GRU, LSTM) and their Bidirectional versions (BiRNN, BiGRU, BiLSTM) for word & character level language modelling in Theano

theano language-modeling lstm gru rnn bidirectional-rnn bidirectional-gru bidirectional-lstm

Updated Sep 16, 2016
Python

shaoxiongji / fed-att

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Attentive Federated Learning for Private NLM

deep-learning language-modeling pytorch attention-mechanism federated-learning

Updated Apr 13, 2020
Python

nstrodt / UDSMProt

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Protein sequence classification with self-supervised pretraining

machine-learning deep-learning language-modeling protein-classification

Updated Apr 27, 2020
Python

asahi417 / LSTMCell

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Implement modern LSTM cell by tensorflow and test them by language modeling task for PTB. Highway State Gating, Hypernets, Recurrent Highway, Attention, Layer norm, Recurrent dropout, Variational dropout.

deep-learning tensorflow language-modeling python3 lstm recurrent-highway-networks

Updated Oct 23, 2018
Python

mit-han-lab / neurips-micronet

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[JMLR 2020] NeurIPS 2019 MicroNet Challenge Efficient Language Modeling, Champion

natural-language-processing language-modeling pruning quantization knowledge-distillation efficient-model

Updated Aug 19, 2020
Jupyter Notebook

referit3d / referit3d

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Code accompanying our ECCV-2020 paper on 3D Neural Listeners.

computer-vision deep-learning computer-graphics language-modeling rgbd multimodal-deep-learning

Updated Sep 21, 2020
C++

gidim / Babler

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Data Collection System For NLP/Speech Recognition

nlp machine-learning forums scraping language-modeling blogs data-collection

Updated Nov 2, 2017
Java

tinhb92 / rnn_darts_fastai

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Implement Differentiable Architecture Search (DARTS) for RNN with fastai

language-modeling pytorch recurrent-neural-networks fastai neural-architecture-search

Updated Apr 16, 2019
Jupyter Notebook

halolimat / LNEx

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🏬 LNEx: Location Name Extractor

language-modeling information-extraction named-entity-recognition location-name-extraction

Updated May 5, 2020
Python

charlesliucn / LanMIT

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LanMIT: A Toolkit for Improving Language Models in Low-resourced Speech Recognition based on Kaldi.

language-modeling speech-recognition speech-to-text keyword-spotting kaldi-asr low-resource-languages

Updated Jul 12, 2019
C++

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