soskek/sru_language_model soskek/sru_language_model

  • Stars
    star
    2
  • Language
    Python
  • Created almost 7 years ago
  • Updated almost 7 years ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
soskek/sru_language_model
github

soskek

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

Language modeling experiments of SRU and variants

More Repositories

1

bookcorpus

Crawl BookCorpus
Python
793
star
2

attention_is_all_you_need

Transformer of "Attention Is All You Need" (Vaswani et al. 2017) by Chainer.
Jupyter Notebook
314
star
3

bert-chainer

Chainer implementation of "BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding"
Python
219
star
4

dynamic_routing_between_capsules

Implementation of Dynamic Routing Between Capsules, Sara Sabour, Nicholas Frosst, Geoffrey E Hinton, NIPS 2017
Python
204
star
5

convolutional_seq2seq

fairseq: Convolutional Sequence to Sequence Learning (Gehring et al. 2017) by Chainer
Python
65
star
6

arxiv_leaks

Whisper of the arxiv: read comments in tex of papers
Python
31
star
7

chainer-openai-transformer-lm

A Chainer implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI
Python
28
star
8

der-network

Dynamic Entity Representation (Kobayashi et al., 2016)
Python
21
star
9

variational_dropout_sparsifies_dnn

Variational Dropout Sparsifies Deep Neural Networks (Molchanov et al. 2017) by Chainer
Python
19
star
10

captioning_chainer

A fast implementation of Neural Image Caption by Chainer
Python
16
star
11

efficient_softmax

BlackOut and Adaptive Softmax for language models by Chainer
Python
12
star
12

ROCStory_skipthought_baseline

A novel baseline model for Story Cloze Test and ROCStories
Python
11
star
13

dynamic_neural_text_model

A Neural Language Model for Dynamically Representing the Meanings of Unknown Words and Entities in a Discourse, Sosuke Kobayashi, Naoaki Okazaki, Kentaro Inui, IJCNLP 2017
9
star
14

interval-bound-propagation-chainer

Sven Gowal et al., Scalable Verified Training for Provably Robust Image Classification, ICCV 2019
Jupyter Notebook
8
star
15

turnover_dropout

Python
7
star
16

learning_to_learn

Learning to learn by gradient descent by gradient descent, Andrychowicz et al., NIPS 2016
Python
7
star
17

decode_from_mask

Generate a sentence from a masked sentence
Python
6
star
18

weight_normalization

Weight Normalization (Salimans and Kingma, 2016) by Chainer
Python
6
star
19

SDCGAN

Sentence generation by DCGAN
Python
5
star
20

elmo-chainer

Chainer implementation of contextualized word representations from bi-directional language models. Copied into https://github.com/chainer/models/tree/master/elmo-chainer
Python
5
star
21

emergence_of_language_using_discrete_sequences

Emergence of Language Using Discrete Sequences
Jupyter Notebook
4
star
22

skip_thought

Language Model and Skip-Thought Vectors (Kiros et al. 2015)
Python
3
star
23

vqvae_chainer

Chainer's Neural Discrete Representation Learning (Aaron van den Oord et al., 2017)
Python
3
star
24

twitter_conversation_crawler

For crawling conversational tweet threads; e.g. datasets for chatbots.
Python
2
star
25

rnnlm_chainer

A Fast RNN Language Model by Chainer
Python
2
star