natural-language-generation

There are 50 repositories under natural-language-generation topic.

spro / practical-pytorch
Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained
natural-language-generation natural-language-processing nlg nlp seq2seq
Language:Jupyter Notebook 4384
gluon-nlp
dmlc / gluon-nlp
NLP made easy
deep-learning gluon gluonnlp machine-learning mxnet natural-language-generation natural-language-inference natural-language-processing natural-language-understanding nlg nlp nlu numpy
Language:Python 2421
microsoft / FLAML
A fast library for AutoML and tuning.
automl hyperparam automated-machine-learning machine-learning data-science python jupyter-notebook hyperparameter-optimization random-forest scikit-learn deep-learning natural-language-processing natural-language-generation timeseries-forecasting classification regression tuning finetuning tabular-data
Language:Jupyter Notebook 1913
Maluuba / nlg-eval
Evaluation code for various unsupervised automated metrics for Natural Language Generation.
natural-language-generation natural-language-processing nlg nlp evaluation bleu bleu-score meteor cider rouge rouge-l task-oriented-dialogue machine-translation dialog dialogue skip-thought-vectors skip-thoughts
Language:Python 1082
turtlesoupy / this-word-does-not-exist
This Word Does Not Exist
machine-learning gpt-2 transformers natural-language-processing natural-language-understanding natural-language-generation
Language:Python 950
uber-research / PPLM
Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.
language-modeling natural-language-generation machine-learning deep-learning natural-language-processing nlp
Language:Python 918
patil-suraj / question_generation
Neural question generation using transformers
nlp nlg deep-learning transformer t5 question-generation natural-language-processing natural-language-generation
Language:Jupyter Notebook 778
simplenlg / simplenlg
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.
java natural-language natural-language-generation nlg realiser simplenlg surface-realiser
Language:Java 762
iwangjian / Paper-Reading
📖 Paper reading list in dialogue systems and natural language generation (constantly updating 🤗).
deep-learning dialogue-systems knowledge-representation-learning natural-language-generation natural-language-processing
658
accelerated-text
accelerated-text / accelerated-text
Accelerated Text is a no-code natural language generation platform. It will help you construct document plans which define how your data is converted to textual descriptions varying in wording and structure.
natural-language-generation nlg text-generation clojure javascript nocode graphql
Language:JavaScript 602
shawnwun / RNNLG
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.
natural-language-processing natural-language-generation nlg-dataset deep-learning machine-learning dialogue-systems dialogue-generation dialogue benchmark-datasets
Language:Python 494
wyu97 / KENLG-Reading
Author: Wenhao Yu (wyu1@nd.edu). ACM Computing Survey'22. Reading list for knowledge-enhanced text generation, with a survey.
natural-language-generation nlg survey knowledge-graph knowledge text-generation
442
EagleW / PaperRobot
Code for PaperRobot: Incremental Draft Generation of Scientific Ideas
pytorch memory-networks generation end-to-end-learning attention-mechanism paper-generation text-generation datasets nlp natural-language-generation
Language:Python 431
amanjeetsahu / Natural-Language-Processing-Specialization
This repo contains my coursework, assignments, and Slides for Natural Language Processing Specialization by deeplearning.ai on Coursera
natural-language-processing natural-language-understanding natural-language-generation nlp nlp-machine-learning course coursera specialization course-materials coursera-specialization course-assignment slides
Language:Jupyter Notebook 427
soulbliss / NLP-conference-compendium
Compendium of the resources available from top NLP conferences.
acl naacl nlp-machine-learning emnlp natural-language-understanding natural-language-generation natural-language-inference natural-language-processing
423
awesome-nlg
accelerated-text / awesome-nlg
A curated list of resources dedicated to Natural Language Generation (NLG)
awesome awesome-list natural-language-generation natural-language-understanding nlg
359
shawnwun / NNDIAL
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 dialogue-systems dialogue-generation dialogues dialogue dialogue-agents dialogue-manager machine-learning-library natural-language-processing natural-language-generation
Language:Python 348
ashishpatel26 / Treasure-of-Transformers
💁 Awesome Treasure of Transformers Models for Natural Language processing contains papers, videos, blogs, official repo along with colab Notebooks. 🛫☑️
transformer python nlp natural-language-processing tensorflow pytorch speech-recognition seq2seq pretrained-models language-models natural-language-generation nlp-library bert natural-language-understanding language-model pytorch-transformers model-hub jax awesome
289
kahne / NonAutoregGenProgress
Tracking the progress in non-autoregressive generation (translation, transcription, etc.)
natural-language-processing natural-language-generation artificial-intelligence machine-translation speech-recognition speech-processing
253
UFAL-DSG / tgen
Statistical NLG for spoken dialogue systems
natural-language-generation dialogue seq2seq python tgen dialogue-systems seq2seq-generation computational-linguistics
Language:Python 197
artitw / text2text
Text2Text: Cross-lingual natural language processing and generation toolkit
bert nlp question-generation natural-language-processing natural-language-generation data-augmentation translator cross-lingual multi-lingual question-answering transformers levenshtein-distance embeddings backtranslation search tf-idf tokenizer information-retrieval summarization
Language:Python 194
numberwords
accelerated-text / numberwords
Convert a number to an approximated text expression: from '0.23' to 'less than a quarter'.
natural-language-generation clojure number-to-words number-to-text fuzzy-logic
Language:Clojure 191
kahne / SpeechTransProgress
Tracking the progress in end-to-end speech translation
natural-language-generation speech-translation artificial-intelligence spoken-language-processing machine-translation natural-language-processing speech-processing spoken-language-translation
173
AMontgomerie / question_generator
An NLP system for generating reading comprehension questions
nlp natural-language-processing natural-language-generation nlg transformers t5 bert question-generation
Language:Python 159
Babelscape / rebel
REBEL is a seq2seq model that simplifies Relation Extraction (EMNLP 2021).
nlp natural-language-processing natural-language-generation relation-extraction entity-linking
Language:Python 158
zhongpeixiang / AI-NLP-Paper-Readings
This is my reading list for my PhD in AI, NLP, Deep Learning and more.
deep-learning nlp machine-learning neural-network natural-language-processing natural-language-generation artificial-intelligence ai paper reading-list dialogue-systems affective-computing word-embeddings seq2seq rnn cnn python eeg emotion-recognition graph-neural-networks
153
neural-nuts / image-caption-generator
[DEPRECATED] A Neural Network based generative model for captioning images using Tensorflow
tensorflow neural-network captioning-images convolutional-neural-networks recurrent-neural-networks computer-vision artificial-intelligence lstm-neural-networks lstm image-captioning natural-language-generation
Language:Jupyter Notebook 143
prakhar21 / TextAugmentation-GPT2
Fine-tuned pre-trained GPT2 for custom topic specific text generation. Such system can be used for Text Augmentation.
gpt-2 nlp-machine-learning transformer-architecture text-augmentation natural-language-processing natural-language-generation textclassification
Language:Python 140
thu-coai / cotk
Conversational Toolkit. An Open-Source Toolkit for Fast Development and Fair Evaluation of Text Generation
machine-learning natural-language-processing natural-language-generation deep-learning python data-processing text-data cotk metrics
Language:Python 121
claude-zhou / MojiTalk
Code for "MojiTalk: Generating Emotional Responses at Scale" https://arxiv.org/abs/1711.04090
emoji conditional-vae vae reinforcement-learning emotional-intelligence variational-autoencoder natural-language-generation dialog dialogue-generation
Language:Python 117
FranxYao / dgm_latent_bow
Implementation of NeurIPS 19 paper: Paraphrase Generation with Latent Bag of Words
natural-language-generation deep-generative-model paraphrase-generation gumbel-softmax latent-variable-models
Language:Python 117
chatopera / chatbot-samples
🤖 聊天机器人，对话模板
chatbot natural-language-processing natural-language-understanding natural-language-generation personal-assistant
Language:JavaScript 104
INK-USC / CommonGen
A Constrained Text Generation Challenge Towards Generative Commonsense Reasoning
natural-language-processing commonsense-reasoning nlg-dataset natural-language-generation language-generation-dataset machine-reasoning deep-learning text-generation nlp-datasets
Language:Python 104
feralvam / easse
Easier Automatic Sentence Simplification Evaluation
text-simplification sentence-simplification evaluation-metrics natural-language-generation natural-language-processing nlproc
Language:Roff 102
ChenChengKuan / SeqGAN_tensorflow
SeqGAN tensorflow implementation
seqgan-tensorflow seqgan natural-language-generation reinforcement-learning
Language:Python 101
GBLin5566 / toward-controlled-generation-of-text-pytorch
A PyTorch Implementation of "Toward Controlled Generation of Text"
pytorch natural-language-generation deep-learning
Language:Python 100

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