Text summarization with tensorflowImplementation of a seq2seq model for summarization of textual data. Demonstrated on amazon reviews, github issues and news articles.
Stars: ✭ 226 (+425.58%)
Tensorflow ShakespeareNeural machine translation between the writings of Shakespeare and modern English using TensorFlow
Stars: ✭ 244 (+467.44%)
vat nmtImplementation of "Effective Adversarial Regularization for Neural Machine Translation", ACL 2019
Stars: ✭ 22 (-48.84%)
Speech recognition with tensorflowImplementation of a seq2seq model for Speech Recognition using the latest version of TensorFlow. Architecture similar to Listen, Attend and Spell.
Stars: ✭ 253 (+488.37%)
free-lunch-saliencyCode for "Free-Lunch Saliency via Attention in Atari Agents"
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lambda.pytorchPyTorch implementation of Lambda Network and pretrained Lambda-ResNet
Stars: ✭ 54 (+25.58%)
extractive rc by runtime mtCode and datasets of "Multilingual Extractive Reading Comprehension by Runtime Machine Translation"
Stars: ✭ 36 (-16.28%)
2018-dlslUPC Deep Learning for Speech and Language 2018
Stars: ✭ 18 (-58.14%)
adversarial-code-generationSource code for the ICLR 2021 work "Generating Adversarial Computer Programs using Optimized Obfuscations"
Stars: ✭ 16 (-62.79%)
EBIM-NLIEnhanced BiLSTM Inference Model for Natural Language Inference
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h-transformer-1dImplementation of H-Transformer-1D, Hierarchical Attention for Sequence Learning
Stars: ✭ 121 (+181.4%)
BERT-NERUsing pre-trained BERT models for Chinese and English NER with 🤗Transformers
Stars: ✭ 114 (+165.12%)
chatbotkbqa task-oriented qa seq2seq ir neo4j jena seq2seq tf chatbot chat
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SequenceToSequenceA seq2seq with attention dialogue/MT model implemented by TensorFlow.
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External-Attention-pytorch🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
Stars: ✭ 7,344 (+16979.07%)
deep-keyphraseseq2seq based keyphrase generation model sets, including copyrnn copycnn and copytransfomer
Stars: ✭ 51 (+18.6%)
keras-chatbot-web-apiSimple keras chat bot using seq2seq model with Flask serving web
Stars: ✭ 51 (+18.6%)
probabilistic nlgTensorflow Implementation of Stochastic Wasserstein Autoencoder for Probabilistic Sentence Generation (NAACL 2019).
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TRAR-VQA[ICCV 2021] TRAR: Routing the Attention Spans in Transformers for Visual Question Answering -- Official Implementation
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lang2logic-PyTorchPyTorch port of the paper "Language to Logical Form with Neural Attention"
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fiction generatorFiction generator with Tensorflow. 模仿王小波的风格的小说生成器
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AttnSleep[IEEE TNSRE] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"
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gnn-lspeSource code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022
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RecycleNetAttentional Learning of Trash Classification
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Neural-Machine-TranslationSeveral basic neural machine translation models implemented by PyTorch & TensorFlow
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datastories-semeval2017-task6Deep-learning model presented in "DataStories at SemEval-2017 Task 6: Siamese LSTM with Attention for Humorous Text Comparison".
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sktSanskrit compound segmentation using seq2seq model
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deep-transTransliterating English to Hindi using Recurrent Neural Networks
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TS3000 TheChatBOTIts a social networking chat-bot trained on Reddit dataset . It supports open bounded queries developed on the concept of Neural Machine Translation. Beware of its being sarcastic just like its creator 😝 BDW it uses Pytorch framework and Python3.
Stars: ✭ 20 (-53.49%)
NiuTrans.NMTA Fast Neural Machine Translation System. It is developed in C++ and resorts to NiuTensor for fast tensor APIs.
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KBRDTowards Knowledge-Based Recommender Dialog System @ EMNLP 2019
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deep-spell-checkrKeras implementation of character-level sequence-to-sequence learning for spelling correction
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visualizationa collection of visualization function
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sentence2vecDeep sentence embedding using Sequence to Sequence learning
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kospeechOpen-Source Toolkit for End-to-End Korean Automatic Speech Recognition leveraging PyTorch and Hydra.
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zeroZero -- A neural machine translation system
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convolutional seq2seqfairseq: Convolutional Sequence to Sequence Learning (Gehring et al. 2017) by Chainer
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berserkerBerserker - BERt chineSE woRd toKenizER
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VNMTCode for "Variational Neural Machine Translation" (EMNLP2016)
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SSIM Seq2SeqSSIM - A Deep Learning Approach for Recovering Missing Time Series Sensor Data
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avsr-tf1Audio-Visual Speech Recognition using Sequence to Sequence Models
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DeepMoveCodes for WWW'18 Paper-DeepMove: Predicting Human Mobility with Attentional Recurrent Network
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lstm-mathNeural network that solves math equations on the character level
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FontRNNImplementation of FontRNN [Computer Graphics Forum, 2019].
Stars: ✭ 27 (-37.21%)
DeepLearning-LabCode lab for deep learning. Including rnn,seq2seq,word2vec,cross entropy,bidirectional rnn,convolution operation,pooling operation,InceptionV3,transfer learning.
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