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547 public repositories
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Topic Modelling for Humans
Updated
Jul 16, 2020
Python
A very simple framework for state-of-the-art Natural Language Processing (NLP)
Updated
Jul 17, 2020
Python
100+ Chinese Word Vectors 上百种预训练中文词向量
Updated
Mar 8, 2020
Python
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
Updated
Jul 18, 2020
Jupyter Notebook
Text preprocessing, representation and visualization from zero to hero.
Updated
Jul 18, 2020
Python
A curated list of pretrained sentence and word embedding models
Updated
Nov 18, 2019
Python
Beautiful visualizations of how language differs among document types.
Updated
Jul 13, 2020
Python
A fast, efficient universal vector embedding utility package.
Updated
Jul 17, 2020
Python
Overview of Modern Deep Learning Techniques Applied to Natural Language Processing
Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
A Modern C++ Data Sciences Toolkit
Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might need
Updated
Jul 11, 2020
Python
A collection of notebooks for Natural Language Processing from NLP Town
Updated
Nov 1, 2019
Jupyter Notebook
🔡 Token level embeddings from BERT model on mxnet and gluonnlp
Updated
Nov 13, 2019
Python
Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP
Updated
Mar 11, 2020
Jupyter Notebook
Word Embeddings (e.g. Word2Vec) in Go!
Simple downloader for pre-trained word vectors
Updated
Mar 27, 2019
Python
Named-Entity-Recognition-with-Bidirectional-LSTM-CNNs
Updated
Apr 21, 2020
Python
BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences
Updated
Feb 26, 2020
Jupyter Notebook
Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow
Updated
Apr 17, 2020
Jupyter Notebook
An experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fully compatible with Scikit-learn.
Updated
Aug 8, 2017
Python
Spanish word embeddings computed with different methods and from different corpora
Toolkit to obtain and preprocess german corpora, train models using word2vec (gensim) and evaluate them with generated testsets
Updated
Jan 29, 2020
Jupyter Notebook
Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".
Updated
Jun 8, 2018
Python
Java interface for fastText
Updated
Feb 24, 2020
Java
ACL 2019: Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks
Updated
Jun 16, 2020
Python
Word Embeddings for Information Retrieval
Updated
May 9, 2020
Python
Source code of CHAMELEON - A Deep Learning Meta-Architecture for News Recommender Systems
Updated
Jul 6, 2020
Python
Improving topic models LDA and DMM (one-topic-per-document model for short texts) with word embeddings (TACL 2015)
Code for Mimicking Word Embeddings using Subword RNNs (EMNLP 2017)
Updated
Nov 15, 2019
Python
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