Topic: language-model

huggingface / pytorch-pretrained-BERT

📖The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Go…

nlp natural-language-processing natural-language-understanding pytorch google pytorch-model openai language-model natural-language-generation cmu transfer-learning

Jupyter Notebook Updated Mar 22, 2019 12 issues need help

codertimo / BERT-pytorch

2.3k

Google AI 2018 BERT pytorch implementation

bert transformer pytorch nlp language-model

Python Updated Jan 26, 2019 5 issues need help

brightmart / nlp_chinese_corpus

2k

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

chinese-dataset chinese-corpus pretrain word2vec nlp bert language-model wiki news question-answering chinese corpus chinese-nlp dataset text-classification

Updated Feb 17, 2019

tensorflow / lingvo

1.3k

Lingvo

speech-recognition translation speech-to-text machine-translation mnist seq2seq language-model tts asr lm nlp tensorflow speech research distributed gpu-computing speech-synthesis

Python Updated Mar 22, 2019

chiphuyen / lazynlp

1.3k

Library to scrape and clean web pages to create massive datasets.

artificial-intelligence natural-language-processing nlp text-mining language-model python open data-science

Python Updated Mar 9, 2019 2 issues need help

salesforce / awd-lstm-lm

1.2k

LSTM and QRNN Language Model Toolkit for PyTorch

lstm pytorch language-model sgd qrnn

Python Updated Jan 8, 2019

zzw922cn / awesome-speech-recognition-speech-synthesis-papers

917

Automatic Speech Recognition, Speaker Verification, Speech Synthesis, Language Modeling

automatic-speech-recognition papers roadmap rnn cnn dnn attention-mechanism seq2seq acoustic-model timit-dataset tts language-model speaker-verification

Updated Jan 8, 2019

huggingface / pytorch-openai-transformer-lm

836

🐥A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-t…

neural-networks pytorch openai language-model transformer

Python Updated Feb 7, 2019

brightmart / bert_language_understanding

685

Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN

bert-model language-model attention-is-all-you-need transformer-encoder pre-training language-understanding text-classification document-classification self-attention transfer-learning nlp question-answering textcnn fasttext

Python Updated Jan 1, 2019

NVIDIA / OpenSeq2Seq

684

Toolkit for efficient experimentation with various sequence-to-sequence models

neural-machine-translation multi-gpu deep-learning sequence-to-sequence seq2seq multi-node speech-recognition speech-to-text mixed-precision float16 speech-synthesis text-to-speech language-model tensorflow

Python Updated Mar 22, 2019 2 issues need help

codekansas / keras-language-modeling

646

📖 Some language modeling tools for Keras

language-model keras-language-modeling answer-vector

Python Updated Dec 18, 2017

LiyuanLucasLiu / LM-LSTM-CRF

571

Empower Sequence Labeling with Task-Aware Language Model

ner language-model crf sequence-labeling pytorch

Python Updated Nov 8, 2018

IsaacChanghau / DL-NLP-Readings

465

My Reading Lists of Deep Learning and Natural Language Processing

paper source-code-link deep-learning natural-language-processing reinforcement-learning commonsense recurrent-neural-networks convolutional-neural-networks sequence-labeling neural-models neural-machine-translation deep-networks language-model robotics machine-learning

TeX Updated Mar 22, 2019

Marsan-Ma-zz / tf_chatbot_seq2seq_antilm

365

Seq2seq chatbot with attention and anti-language model to suppress generic response, option for further improve by de…

seq2seq-model language-model seq2seq-chatbot beam-search deep-reinforcement-learning

Python Updated Mar 14, 2017

pykaldi / pykaldi

293

A Python wrapper for Kaldi

python wrapper kaldi openfst asr speech-recognition speech language-model feature-extraction clif numpy

Python Updated Mar 12, 2019

brightmart / sentiment_analysis_fine_grain

289

Multi-label Classification with BERT; Fine Grained Sentiment Analysis from AI challenger

sentiment-analysis fine-grained-classification bert textcnn pre-train language-model multi-label-classification online text-classification

Jupyter Notebook Updated Nov 15, 2018

CyberZHG / keras-bert

241

Implementation of BERT that could load official pre-trained models for feature extraction and prediction

keras bert language-model

Python Updated Mar 22, 2019

dpressel / baseline

199

Strong Deep-Learning Baseline algorithms for NLP

deep-learning nlp pytorch tensorflow keras seq2seq convolutional-neural-networks recurrent-neural-networks language-model visdom classification dynet deep-learning-architectures baseline nlp-tasks

Python Updated Mar 21, 2019

githubharald / CTCDecoder

186

Connectionist Temporal Classification (CTC) decoding algorithms: best path, prefix search, beam search and token pass…

token-passing beam-search ctc language-model best-path prefix-search handwriting-recognition speech-recognition recurrent-neural-networks loss ctc-loss python opencl

Python Updated Mar 15, 2019

zhangzibin / char-rnn-chinese

184

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch. Based on code of h…

language-model lstm rnn chinese character-level

Lua Updated Oct 19, 2016

L0SG / relational-rnn-pytorch

175

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

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

Python Updated Dec 27, 2018

mihail911 / nlp-library

161

a curated collection of papers for the nlp practitioner

neural-network dialogue nlp machine-learning neural-machine-translation deep-learning language-model nlp-datasets

Updated Mar 14, 2019

okuchaiev / f-lm

147

Language Modeling

lstm-cells lstm-layer language-model gpu deep-learning machine-learning

Python Updated Nov 1, 2018

goodatlas / zeroth

145

Kaldi-based Korean ASR (한국어 음성인식) open-source project

kaldi zeroth korean asr language-model speech-recognition audio-data lexicon open-source fastcampus data-augmentation tdnn

Shell Updated Feb 20, 2019 1 issue needs help

githubharald / CTCWordBeamSearch

144

Connectionist Temporal Classification (CTC) decoder with dictionary and language model for TensorFlow.

ctc decoder algorithm tensorflow text-recognition speech-recognition handwritten-text-recognition recurrent-neural-networks language-model

C++ Updated Feb 23, 2019

LiyuanLucasLiu / LD-Net

115

Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling

ner language-model sequence-labeling named-entity-recognition contextualized-representation model-compression pytorch

Python Updated Dec 25, 2018

gooofy / zamia-speech

110

Open tools and data for cloudless automatic speech recognition

kaldi speech-corpora voxforge sequitur lexicon cmu-sphinx language-model asr speech-recognition

Python Updated Mar 21, 2019

timediv / speechT

109

An opensource speech-to-text software written in tensorflow

tensorflow speech-to-text language-model asr wav2letter python3 openslr

Python Updated Feb 1, 2019

Stonesjtu / Pytorch-NCE

106

The Noise Contrastive Estimation for softmax output written in Pytorch

pytorch nce language-model nce-criterion importance-sampling speedup softmax

Python Updated Mar 4, 2019

dandelin / Dynamic-memory-networks-plus-Pytorch

92

Implementation of Dynamic memory networks plus in Pytorch

pytorch python dmn language-model question-answering

Python Updated Aug 1, 2017

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language-model

Repositories 285