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Search results for keras embeddings
embeddings
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keras
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75 search results found
Keras Textclassification
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1,641
中文长文本分类、短句子分类、多标签分类、两句子相似度(Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short),字词句向量嵌入层(embeddings)和网络层(graph)构建基类,FastTex RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN
Nlp Journey
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1,563
Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation),etc. All codes are implemented intensorflow 2.0.
Entity Embedding Rossmann
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694
Deepnlp Course
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479
Deep NLP Course
Anlp19
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409
Course repo for Applied Natural Language Processing (Spring 2019)
Delft
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379
a Deep Learning Framework for Text
Elmo Bilstm Cnn Crf
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363
BiLSTM-CNN-CRF architecture for sequence tagging using ELMo representations.
Acg2vec
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352
ACG2vec全称为Anime Comics Games to vector。本repo会持续维护一些基于二次元相关的深度学习领域实践与探索(文本语义检索、以图搜图
Keras Elmo
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234
How to use ELMo embeddings in Keras with Tensorflow Hub
Semantic Embeddings
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206
Hierarchy-based Image Embeddings for Semantic Image Retrieval
Char Embeddings
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186
A repository containing 300D character embeddings derived from the GloVe 840B/300D dataset, and uses these embeddings to train a deep learning model to generate Magic: The Gathering cards using Keras
Datastories Semeval2017 Task4
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171
Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".
Socialsent
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171
Code and data for inducing domain-specific sentiment lexicons.
Document Classifier Lstm
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167
A bidirectional LSTM with attention for multiclass/multilabel text classification.
Keras Vgg16 Places365
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113
Keras code and weights files for the VGG16-places365 and VGG16-hybrid1365 CNNs for scene classification
Multilstm
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111
keras attentional bi-LSTM-CRF for Joint NLU (slot-filling and intent detection) with ATIS
Absa_keras
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103
Keras Implementation of Aspect based Sentiment Analysis
Deeplearningreading
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78
Deep Learning and Machine Learning mini-projects. Current Project: Deepmind Attentive Reader (rc-data)
Basic Machine Learning
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71
This is a repo of basic Machine Learning what I learn. More to go...
Keras Cnn Qa
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67
Keras (re)implementation of paper "Learning to Rank Short Text Pairs with Convolutional Deep Neural Networks. SIGIR, 2015"
Graph_2d_cnn
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59
Code and data for the paper 'Classifying Graphs as Images with Convolutional Neural Networks'
Entity_embeddings_categorical
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54
Discover relevant information about categorical data with entity embeddings using Neural Networks (powered by Keras)
Keras Pos Embd
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54
Position embedding layers in Keras
Attention Based Aspect Extraction
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54
Code for unsupervised aspect extraction, using Keras and its Backends
Char Rnn Text Generation
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54
Character Embeddings Recurrent Neural Network Text Generation Models
Text Classification Keras
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50
📚 Text Classification Library with Keras
Convnets For Sentence Classification
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46
"Convolutional Neural Networks for Sentence Classification" (Kim 2014) - https://www.aclweb.org/anthology/D14-1181
Sentiment Analysis Of Tweets In Russian
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46
Sentiment analysis of tweets in Russian using Convolutional Neural Networks (CNN) with Word2Vec embeddings.
Onto Lstm
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44
Keras implementation of ontology aware token embeddings
Keras Word Char Embd
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43
Concatenate word and character embeddings in Keras
Keras_elmo_embedding_layer
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42
This is a drop-in Keras layer for ELMo embeddings.
Overview And Benchmark Of Traditional And Deep Learning Models In Text Classification
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38
NLP tutorial
Macadam
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37
Macadam是一个以Tensorflow(Keras)和bert4keras为基础,专注于文本分类 支持FineTune、FastText、TextCNN、CharCNN、BiRNN、RCNN、DCN 支持CRF、Bi-LSTM-CRF、CNN-LSTM、DGCNN、Bi-LSTM-LAN、Latti
Text_and_audio_classification_with_bert
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37
Text Classification in Turkish Texts with Bert
Learning Wasserstein Embeddings
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35
Keras implementation of Deep Wasserstein Embeddings
Keras Emoji Embeddings
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34
A Keras implementation of the UCLMR approach to generating embeddings for Unicode emoji from their descriptions.
Text Classification Cn
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33
中文文本分类实践,基于搜狗新闻语料库,采用传统机器学习方法以及预训练模型等方法
Automatic Personality Prediction
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33
[AAAI 2020] Modeling Personality with Attentive Networks and Contextual Embeddings
Pydata Carolinas 2016
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31
📊 My tutorial for PyData Carolinas 2016
Keras Application Zoo
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28
Reference implementations of popular DL models missing from keras-applications & keras-contrib
Mlr3keras
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28
Deep learning for mlr3
Twitter Sentiment Analysis
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25
Sentiment Analysis on twitter using Keras / TensorFlow / GloVe
Ml You Can Use
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24
Practical ML and NLP with examples.
Advancedanalyticslabs
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24
Analytics labs notebooks for Statistics and Business School students
Ner Sequencelearning
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20
Keras Conv+BiLSTM for Named Entity Recognition
Datastories Semeval2017 Task6
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19
Deep-learning model presented in "DataStories at SemEval-2017 Task 6: Siamese LSTM with Attention for Humorous Text Comparison".
Active Explainable Classification
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19
A set of tools for leveraging pre-trained embeddings, active learning and model explainability for effecient document classification
Tacl2017 Event Time Extraction
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18
Event Time Extraction with a Decision Tree of Neural Classifiers
Deep Char Cnn Lstm
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18
Deep Character CNN LSTM Encoder with Classification and Similarity Models
Img2vec Keras
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17
Image to dense vector embedding. Clone of https://github.com/christiansafka/img2vec for Keras users
Word Embeddings From Scratch
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17
Creating word embeddings from scratch and visualize them on TensorBoard. Using trained embeddings in Keras.
Keras Facenet
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17
A light wrapper around FaceNet
Xlnet_embbeding
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16
Using XLNet as Embedding of Keras
Bert Cnn
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15
testing the performance of CNN and BERT embeddings on GLUE tasks
Simple_chat_bot
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15
Simple nlp chatbot
Probabilistic Rnn Da Classifier
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15
Probabilistic Dialogue Act Classification for the Switchboard Corpus using an LSTM model
Huse
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15
Tensorflow implimentation of HUSE: Hierarchical Universal Semantic Embeddings
Wdht
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14
Implementation of Weakly Supervised Deep Image Hashing through Tag Embeddings
Keras Adaptive Softmax
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14
Adaptive embedding and softmax
Signs
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13
A suite of tools for text preparation, vectorization and processing for deep learning with Keras.
Glom Tensorflow
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12
An attempt at the implementation of GLOM, Geoffrey Hinton's paper for emergent part-whole hierarchies from data
Natural Language Processing Tutorials
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12
NLP Webinars Created for Udacity's Mentorship Program (2019).
Quora Question Pairs
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10
Quora Duplicated Question Challenge (Kaggle Competition)
Minimalist Location Metonymy Resolution
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9
The code and data accompanying the ACL 2017 "outstanding award" publication "Vancouver Welcomes You! Minimalist Location Metonymy Resolution"
Stackexchange Transfer Learning
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9
Kaggle top 1% solution for transfer learning
Emosense Semeval2019 Task3 Emocontext
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9
Deep-learning system presented in "EmoSence at SemEval-2019 Task 3: Bidirectional LSTM Network for Contextual Emotion Detection in Textual Conversations" at SemEval-2019.
Embeddingnet
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9
Embeddings learning using Siamese and Triplets for image classification
Neural_cf
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9
Comparing keras, pytorch and gluon using neural collaborative filtering
Website Categories Nn
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9
Build a deep learning model predicting categories from dmoz datasource
Keras Embed Sim
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9
Calculate similarity with embedding
Emoji2vec
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9
Train emoji embeddings based on emoji descriptions.
Romanian Diacritic Restoration
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7
Automatically restore Romanian diacritics from flat text using neural nets
Machine Comprehension Keras
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7
SimpleQA for SQuAd Dataset
Convolutional Embedded Networks
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7
Convolutional Embedded Networks for Population Scale Clustering and Bio-ancestry Inferencing
Sentiment Classification Of Amazon Fine Food Reviews
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6
A deep learning model (Bidirectional LSTM) using pretrained word embeddings to do sentiment analysis on Amazon fine food reviews dataset.
Amazon Sentiment Keras Experiment
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6
Experimenting with sentiment classification of Amazon reviews using deep learning
Keras Conv Sentence Classifier
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6
Keras Implementation of "Convolutional Neural Networks for Sentence Classification"
Char Embeddings Ml Engine
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6
Keras char rnn trainer ready to go on Google ML Engine
Cdt Ccm Aae
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6
Change Detection in Graph Streams by Learning Graph Embeddings on Constant-Curvature Manifolds (2018, https://arxiv.org/abs/1805.06299)
Next Item Recommendation Using Keras
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5
Next-item recommendation on top of Amason’s explicit rating dataset, using deep learning with Keras
Sentiment_embeddings
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5
A scientific benchmark and comparison of the performance of sentiment analysis models in NLP on small to medium datasets
Sentiment Analysis With Word Embeddings
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5
A Sentiment Analysis model in keras to analyse toxic comments online . The Corpus is preprocessed using Glove Word Embeddings .
Dscnn_document
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5
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