munirulhassan Goto Github PK
Name: Munir Ul Hassan
Type: User
Name: Munir Ul Hassan
Type: User
Bot for posting arXiv.org updates to twitter
My bachelor's degree thesis (with code and experiments) on sentiment classification of Russian texts using Bi-RNN with attention mechanism.
Tensorflow implementation of contextualized word representations from bi-directional language models
Citation Sentiment Analysis examples and discussion
Sentiment analysis of scientific citation
Master project
Convolutional Neural Network for Text Classification in Tensorflow
CNNs for sentence classification
Twitter tweets play an important role in every organisation. This project is based on analysing the English tweets and categorizing the tweets based on the sentiment and emotions of the user. The literature survey conducted showed promising results of using hybrid methodologies for sentiment and emotion analysis. Four different hybrid methodologies have been used for analysing the tweets belonging to various categories. A combination of classification and regression approaches using different deep learning models such as Bidirectional LSTM, LSTM and Convolutional neural network (CNN) are implemented to perform sentiment and behaviour analysis of the tweets. A novel approach of combining Vader and NRC lexicon is used to generate the sentiment and emotion polarity and categories. The evaluation metrics such as accuracy, mean absolute error and mean square error are used to test the performance of the model. The business use cases for the models applied here can be to understand the opinion of customers towards their business to improve their service. Contradictory to the suggestions of Google’s S/W ratio method, LSTM models performed better than using CNN models for categorical as well as regression problems.
Datadays 2019 Challenge 2 - Deep Learning Based Persian NLP
:satellite: Organized Resources for Deep Learning in Natural Language Processing
Code repository for Deep Learning with Keras published by Packt
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
Sentiment analysis of Reuter news articles..
GloVe model for distributed word representation
HDLTex: Hierarchical Deep Learning for Text Classification
A library for transfer learning by reusing parts of TensorFlow models.
Sentiment Classification using LSTM and BiLSTMs in Tensorflow
TensorFlow implementation of Independently Recurrent Neural Networks
This code is to implement the IndRNN.
Keras solution of Chinese NER task using BiLSTM-CRF/BiGRU-CRF/IDCNN-CRF/single-CRF model with BERTs (Google's Pretrained Language Model: supporting BERT/RoBERTa/ALBERT).
Implementation of IndRNN in Keras
This is an implementation of the LexVec word embedding model (similar to word2vec and GloVe) that achieves state of the art results in multiple NLP tasks
A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)
Statistics and accepted paper list of NLP conferences with arXiv link
使用Bert+CRF、Bert+BiLSTM+CRF、Bert+BiGRU+CRF、Bert+BiGRU+self-atttention+CRF、AlBert+CRF、AlBert+BiLSTM+CRF、AlBert+BiGRU+CRF、AlBert+BiGRU+self-atttention+CRF进行命名实体等等
RMDL and RobertaBERT
Data augmentation for NLP
Comparing all the gradient Descent Optimizer on RNN deep learning model.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.