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91 search results found
Pytorch Sentiment Analysis
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4,133
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
Sequence_tagging
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1,725
Named Entity Recognition (LSTM + CRF) - Tensorflow
Stock Rnn
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1,339
Predict stock market prices using RNN model with multilayer LSTM cells + optional multi-stock embeddings.
Deep Siamese Text Similarity
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1,216
Tensorflow based implementation of deep siamese LSTM network to capture phrase/sentence similarity using character/word embeddings
Latticelstm
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1,018
Chinese NER using Lattice LSTM. Code for ACL 2018 paper.
Multi Class Text Classification Cnn Rnn
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554
Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.
Ner Lstm
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528
Named Entity Recognition using multilayered bidirectional LSTM
Glyce
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387
Code for NeurIPS 2019 - Glyce: Glyph-vectors for Chinese Character Representations
Personality Detection
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273
Implementation of a hierarchical CNN based model to detect Big Five personality traits
Keras_snli
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265
Simple Keras model that tackles the Stanford Natural Language Inference (SNLI) corpus using summation and/or recurrent neural networks
Lstm Parser
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195
Transition-based dependency parser based on stack LSTMs
Kprn
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183
Reasoning Over Knowledge Graph Paths for Recommendation
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".
Document Classifier Lstm
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167
A bidirectional LSTM with attention for multiclass/multilabel text classification.
Mimick
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149
Code for Mimicking Word Embeddings using Subword RNNs (EMNLP 2017)
Lstm Crf
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130
A (CNN+)RNN(LSTM/BiLSTM)+CRF model for sequence labelling.😏
Rsna
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124
🏥 RSNA Intracranial Hemorrhage Detection 🏥
Social Lstm
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120
Socially-primed LSTM model to predict intercommunity conflict on Reddit.
Bilstm Aux
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119
Bidirectional Long-Short Term Memory tagger (bi-LSTM) (in DyNet) -- hierarchical (with word and character embeddings)
Richwordsegmentor
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119
Neural word segmentation with rich pretraining, code for ACL 2017 paper
Multilstm
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111
keras attentional bi-LSTM-CRF for Joint NLU (slot-filling and intent detection) with ATIS
Pytorch Pos Tagging
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109
A tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.
Dsner
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109
Distantly Supervised NER with Partial Annotation Learning and Reinforcement Learning
Absa_keras
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103
Keras Implementation of Aspect based Sentiment Analysis
Combat Wombat Bias In Toxicity
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72
COMBAT WOMBAT's 4th place solution to Kaggle competition Jigsaw Unintended Bias in Toxicity Classification
Basic Machine Learning
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71
This is a repo of basic Machine Learning what I learn. More to go...
Pytorch_sentiment_rnn
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64
Example Recurrent Neural Networks for Sentiment Analysis (Aspect-Based) on SemEval 2014
Quora Duplicate Questions
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61
Kaggle | Quora Question Pairs❓🥉
Ntua Slp Semeval2018
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58
Deep-learning models of NTUA-SLP team submitted in SemEval 2018 tasks 1, 2 and 3.
Lstm Context Embeddings
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56
Augmenting word embeddings with their surrounding context using bidirectional RNN
Russian Language Model
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54
Movie Review Sentiment Analysis Lstm Pytorch
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53
Classifying movie reviews as positive or negative using Word2Vec Embeddings & LSTM network
Sciwing
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53
SciWING is a modern toolkit for scientific document processing from WING-NUS
Batch_parallel_latticelstm
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52
Chinese NER using Lattice LSTM. Reproduction for ACL 2018 paper.
Lstm Rnn
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52
long short-term memory for recursive neural network model
Text Classification Keras
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50
📚 Text Classification Library with Keras
Tweet Classify
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45
Tweet Classification using RNN and CNN
Subwordencoding Cws
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43
Subword Encoding in Lattice LSTM for Chinese Word Segmentation
Matchlstm Pytorch
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43
a pytorch implementation of match lstm question answering model
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
Automatic Personality Prediction
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33
[AAAI 2020] Modeling Personality with Attentive Networks and Contextual Embeddings
Ccw Ner
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31
The source code of Chinese Character-Word NER.
Poleval 2018
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29
Code and data accompanying the paper "Approaching nested named entity recognition with parallel LSTM-CRFs."
Contextuallstm
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26
Contextual LSTM for NLP tasks like word prediction and word embedding creation for Deep Learning
Context_toxicity
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26
Toxicity Detection in Context: Assuming that the comment exists in a thread and that the parent comment or/and the discussion topic are enough context provided to humans/systems detecting toxicity.
Deepspamreview Detection Of Fake Reviews On Online Review Platforms Using Deeplearning Architectures
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25
DeepSpamReview: Detection of Fake Reviews on Online Review Platforms using Deep Learning Architectures. Summer Internship project at CoreView Systems.
Question Pair
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25
A siamese LSTM to detect sentence/question pairs.
Neural Partialcrf
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24
Neural (LSTM) version of the partial CRF model
Sgt
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23
Sequence Graph Transform
Sentimentanalysis
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22
Sentiment Analysis: Deep Bi-LSTM+attention model
Sentimentanalysis
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21
(BOW, TF-IDF, Word2Vec, BERT) Word Embeddings + (SVM, Naive Bayes, Decision Tree, Random Forest) Base Classifiers + Pre-trained BERT on Tensorflow Hub + 1-D CNN and Bi-Directional LSTM on IMDB Movie Reviews Dataset
Persian Sentiment Analyzer
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20
Persian sentiment analysis ( آناکاوی سهش های فارسی | تحلیل احساسات فارسی )
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".
Deep Char Cnn Lstm
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18
Deep Character CNN LSTM Encoder with Classification and Similarity Models
Embeddings For Trees
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17
Set of PyTorch modules for developing and evaluating different algorithms for embedding trees.
Image Captioning
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16
Image Captioning from scratch
Probabilistic Rnn Da Classifier
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15
Probabilistic Dialogue Act Classification for the Switchboard Corpus using an LSTM model
Pytorch_models
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15
PyTorch study
Siamese Text Similarity
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13
Tensorflow based implementation of deep siamese LSTM network for sentence classification using character embeddings
Grammatical Error Detection
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12
Toxic_comments
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11
CNN and LSTM multi-label text classification
Veritas
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11
Attention-based Recurrent Neural Nets + POS embeddings for Authorship Recognition
Quora Question Pairs
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10
Quora Duplicated Question Challenge (Kaggle Competition)
Sentiment Analysis Arabic
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10
A deep learning (LSTM) sentiment analysis project to determine positive/negative sentiment in Arabic social media content.
Bilstm Cnn Crf Seq Ita
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10
Bi-directional LSTM-CNNs-CRF for Italian Sequence Labeling
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"
Lstm Parser With Morphology
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9
Sentiment Analysis For Product Reviews
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9
Sentiment Analysis using LSTM cells on Recurrent Networks. GloVe word embeddings were used for vector representation of words. Amazon Product Reviews were used as Dataset.
Emoji2vec
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9
Train emoji embeddings based on emoji descriptions.
Social Media Comment Classification
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9
Social Media Comment Classification
Speechtext Wimp Labeler
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9
This project demonstrates the use of generic bi-directional LSTM models for predicting importance of words in a spoken dialgoue for understanding its meaning. The model operates on human-annotated corpus of word importance for its training and evaluation. The corpus can be downloaded from: http://latlab.ist.rit.edu/lrec2018
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.
Lstm Punctuation
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9
Scientific Article Summarization Using Lstms
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9
Github Repository for LSTM-based system generating automated abstract of scientific articles
Multi Embedding Cws
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8
Multiple Character Embeddings for Chinese Word Segmentation, ACL 2019
Textclassification_off_the_shelf
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7
Imagecaption_flickr8k
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7
Image captioning model with Resnet50 encoder and LSTM decoder
Stacked Attention Networks For Visual Question Answering
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7
Implementation of the paper "Stacked Attention Networks for Image Question Answering" in Tensorflow
Romanian Diacritic Restoration
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7
Automatically restore Romanian diacritics from flat text using neural nets
Densely Connected Bidirectional Lstm
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7
这是一个denseNet_bilstm
Siamesenet Text Similarity
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7
Short text similarity matching model based on deep learning and machine learning
Bner
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7
A deep learning framework for biomedical named entity recognition
Nlp_topic_embeddings
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6
Classifying financial complaints into >400 categories, using Natural Language Processing (NLP) and deep-learning. Specifically, I explore the using of "topic embedding" (inspired by the InstaCart models) to reduce the effective dimensionality of the financial "sub-issues" into a low-dimension space. This was a demo-project for Insight Data Toronto
Imagecaption_flickr30k
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6
Image captioning model with Resnet50 encoder and LSTM decoder
Coling2016 Claim Classification
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6
CNN- and LSTM-based Claim Classification in Online User Comments
Esim
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6
Enhanced LSTM for Text Matching
Lstm Tensorflow
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6
Implementation of Long Short Term Memory networks in Tensorflow
Auth Id
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5
A hierarchical bi-LSTM model trained to identify the author of a given email (SMAI@IIIT-H 2017)
Awesomener
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5
An implementation of bidirectional LSTM-CRF for Named Entity Relationship on custom corpus with custom word embeddings
Conssed
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5
Repository for Configurable Semantic and Sentiment Emotion Detector (ConSSED).
D Lemma
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5
Lemmatisation using Deep Learning
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
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