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natural-language-generation
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Ludwig is a toolbox that allows to train and evaluate deep learning models without the need to write code.
learning
machine-learning
natural-language-processing
deep-neural-networks
computer-vision
deep-learning
machine
natural-language
deep
python3
machinelearning
deeplearning
natural-language-generation
natural-language-understanding
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Oct 22, 2020 - Python
Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained
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May 10, 2020 - Jupyter Notebook
sxjscience
commented
Aug 14, 2020
Well, Gumbel Distribution is magical. Basically, given a sequence of K logits, i.e., "\log a_1, \log a_2, ..., \log a_K" and K independent gumbel random variables, i.e., "g_1, g_2, ..., g_K". We have
\argmax_i \log a_i + g_i ~ Categorical({a_i / sum(a)})
This gives you a very simple way to sampl
Evaluation code for various unsupervised automated metrics for Natural Language Generation.
nlp
natural-language-processing
meteor
machine-translation
dialogue
evaluation
dialog
rouge
natural-language-generation
nlg
cider
rouge-l
skip-thoughts
skip-thought-vectors
bleu-score
bleu
task-oriented-dialogue
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Aug 3, 2020 - Python
Java API for Natural Language Generation. Originally developed by Ehud Reiter at the University of Aberdeen’s Department of Computing Science and co-founder of Arria NLG. This git repo is the official SimpleNLG version.
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Sep 24, 2020 - Java
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machine-learning
natural-language-processing
transformers
natural-language-generation
natural-language-understanding
gpt-2
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May 19, 2020 - Python
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
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Sep 30, 2020 - Python
RNNLG is an open source benchmark toolkit for Natural Language Generation (NLG) in spoken dialogue system application domains. It is released by Tsung-Hsien (Shawn) Wen from Cambridge Dialogue Systems Group under Apache License 2.0.
machine-learning
natural-language-processing
deep-learning
dialogue
natural-language-generation
dialogue-systems
nlg-dataset
dialogue-generation
benchmark-datasets
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Jul 2, 2019 - Python
Code for PaperRobot: Incremental Draft Generation of Scientific Ideas
nlp
text-generation
pytorch
generation
datasets
natural-language-generation
attention-mechanism
memory-networks
end-to-end-learning
paper-generation
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Mar 10, 2020 - Python
NNDial is an open source toolkit for building end-to-end trainable task-oriented dialogue models. It is released by Tsung-Hsien (Shawn) Wen from Cambridge Dialogue Systems Group under Apache License 2.0.
machine-learning
natural-language-processing
dialogue
machine-learning-library
natural-language-generation
dialogue-agents
dialogue-systems
dialogue-manager
dialogue-generation
dialogues
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Jun 14, 2017 - Python
Compendium of the resources available from top NLP conferences.
naacl
natural-language-processing
acl
emnlp
natural-language-generation
natural-language-inference
nlp-machine-learning
natural-language-understanding
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Dec 28, 2019
Neural question generation using transformers
nlp
natural-language-processing
deep-learning
transformer
natural-language-generation
nlg
question-generation
t5
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Oct 22, 2020 - Jupyter Notebook
Accelerated Text helps you to automatically generate natural language descriptions of your data, varying in wording and structure.
react
javascript
graphql
clojure
preact
text-generation
blockly
natural-language-generation
nlg
nocode
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Oct 14, 2020 - JavaScript
Convert a number to an approximated text expression: from '0.23' to 'less than a quarter'.
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Oct 18, 2020 - Clojure
Statistical NLG for spoken dialogue systems
python
dialogue
seq2seq
computational-linguistics
natural-language-generation
dialogue-systems
tgen
seq2seq-generation
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Jul 2, 2020 - Python
A curated list of resources dedicated to Natural Language Generation (NLG)
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Jun 16, 2020
[DEPRECATED] A Neural Network based generative model for captioning images using Tensorflow
computer-vision
neural-network
tensorflow
recurrent-neural-networks
artificial-intelligence
lstm
image-captioning
convolutional-neural-networks
natural-language-generation
lstm-neural-networks
captioning-images
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Dec 1, 2019 - Jupyter Notebook
Reading list for knowledge-enhanced text generation
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Oct 14, 2020
Code for "MojiTalk: Generating Emotional Responses at Scale" https://arxiv.org/abs/1711.04090
emoji
reinforcement-learning
dialog
vae
emotional-intelligence
natural-language-generation
dialogue-generation
variational-autoencoder
conditional-vae
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Jul 18, 2018 - Python
Conversational Toolkit. An Open-Source Toolkit for Fast Development and Fair Evaluation of Text Generation
python
machine-learning
natural-language-processing
deep-learning
metrics
data-processing
natural-language-generation
text-data
cotk
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Aug 31, 2020 - Python
SeqGAN tensorflow implementation
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Jan 31, 2018 - Python
This is my reading list for my PhD in AI, NLP, Deep Learning and more.
python
nlp
machine-learning
natural-language-processing
ai
deep-learning
neural-network
paper
word-embeddings
cnn
artificial-intelligence
eeg
rnn
seq2seq
reading-list
natural-language-generation
affective-computing
dialogue-systems
emotion-recognition
graph-neural-networks
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Jul 11, 2020
A PyTorch Implementation of "Toward Controlled Generation of Text"
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Nov 8, 2017 - Python
Fine-tuned pre-trained GPT2 for custom topic specific text generation. Such system can be used for Text Augmentation.
natural-language-processing
natural-language-generation
nlp-machine-learning
textclassification
transformer-architecture
gpt-2
text-augmentation
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Aug 23, 2020 - Python
Implementation of NeurIPS 19 paper: Paraphrase Generation with Latent Bag of Words
natural-language-generation
latent-variable-models
gumbel-softmax
paraphrase-generation
deep-generative-model
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Apr 4, 2020 - Python
Tracking the progress in non-autoregressive generation (translation, transcription, etc.)
natural-language-processing
machine-translation
artificial-intelligence
speech-recognition
natural-language-generation
speech-processing
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Oct 15, 2020
Random fun with statistical language models.
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Sep 27, 2019 - Python
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Oct 11, 2020 - JavaScript
NAACL 2019: Submodular optimization-based diverse paraphrasing and its effectiveness in data augmentation
diversity
paper
natural-language-generation
data-augmentation
submodular-optimization
paraphrase-generation
naacl2019
diverse-decoding
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Dec 11, 2019 - Python
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The architecture
GPT2ForSequenceClassificationwas added in #7501 in PyTorch. It would be great to have it in TensorFlow (cf. issues #7622), but it would also be great to have it for other causal models:OpenAI GPT, CTRL, TransfoXLCurrently working on OpenAI GPT: @fmcurti(done)Below is a list of items to follow to make sure the integration of such an architect