faster-rnnlm

Language model toolkit

A toolkit for training efficient neural network language models on large datasets with hierarchical softmax and noise contrastive estimation.

Faster Recurrent Neural Network Language Modeling Toolkit with Noise Contrastive Estimation and Hierarchical Softmax

GitHub

560 stars
48 watching
138 forks
Language: C++
last commit: over 2 years ago
Linked from 2 awesome lists


Backlinks from these awesome lists:

Related projects:

Repository Description Stars
zhuiyitechnology/pretrained-models A collection of pre-trained language models for natural language processing tasks 989
l0sg/relational-rnn-pytorch An implementation of DeepMind's Relational Recurrent Neural Networks (Santoro et al. 2018) in PyTorch for word language modeling 245
vhellendoorn/code-lms A guide to using pre-trained large language models in source code analysis and generation 1,789
csuhan/onellm A framework for training and fine-tuning multimodal language models on various data types 601
yunwentechnology/unilm This project provides pre-trained models and tools for natural language understanding (NLU) and generation (NLG) tasks in Chinese. 439
jiasenlu/vilbert_beta A pre-trained model and toolset for performing vision-and-language tasks using a specific neural network architecture. 473
elanmart/psmm An implementation of a neural network model for character-level language modeling. 50
joncox123/cortexsys A toolbox for building and training deep neural networks in Matlab 70
yandex/rep A toolset for building and running reproducible machine learning experiments in Python 689
brightmart/xlnet_zh Trains a large Chinese language model on massive data and provides a pre-trained model for downstream tasks 230
scicloj/scicloj.ml.clj-djl Provides pre-trained machine learning models for natural language processing tasks using Clojure and the clj-djl framework. 0
charlescearl/deepracket A tool for building and optimizing neural networks in the Racket programming language 67
balavenkatesh3322/nlp-pretrained-model A collection of pre-trained natural language processing models 170
jianbotang/rnn_matlab A Matlab toolbox providing a flexible implementation of deep learning architectures for sequences learning, including RNNs, LSTMs, and sequence-to-sequence models. 80
shawnwun/rnnlg A toolkit for benchmarking Natural Language Generation in Spoken Dialogue Systems 491