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absa-bert-pair

Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence (NAACL 2019)

active-learning

ads-recsys-datasets

This repository collects some datasets for Ads & RecSys uses, and provide easy-to-use hdf5 iterative access.

adventures-in-ml-code

This repository holds all the code for the site http://www.adventuresinmachinelearning.com

anuvada

Interpretable Models for NLP using PyTorch

automl_challenge

This is a "supervised learning" challenge in machine learning. We are making available 30 datasets, all pre-formatted in given feature representations (this means that each example consists of a fixed number of numerical coefficients). The challenge is to solve classification and regression problems, without any further human intervention.

blse

Joint Bilingual Sentiment Embeddings and Classifier

chatbot-memn2n-tensorflow

Tensorflow Implementation of Learning End-to-End Goal-Oriented Dialog.

chatbot-retrieval

Dual LSTM Encoder for Dialog Response Generation

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

dec-keras

Keras implementation for Deep Embedding Clustering (DEC)

dec-keras-1

Deep Embedding Clustering in Keras

deep-content-user

An implementation of "Deep Content-User Embedding Model for Music Recommendation" in Keras

deep-learning-for-big-crisis-data

deep-neural-network-ensembles-for-extreme-classification

Deep Neural Network Ensembles for Extreme Classification

deep-rl-tensorflow

TensorFlow implementation of Deep Reinforcement Learning papers

deeppavlov

An open source library for deep learning end-to-end dialog systems and chatbots.

deeputteranceaggregation

Code and sample data accompanying our COLING 2018 paper

fastai

The fastai deep learning library, plus lessons and and tutorials

fasttext

Library for fast text representation and classification.

fasttext_multilingual

Multilingual word vectors in 78 languages

flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

gansfallingshort

Code for "Language GANs Falling Short"

gym

A toolkit for developing and comparing reinforcement learning algorithms.

hatefuluserstwitter

Characterization and detection of hateful users.

latex-resources

Collection of LaTeX resources and examples.

lda2vec-tf

tensorflow port of the lda2vec model for unsupervised learning of document + topic + word embeddings

lectures-labs

Slides and Jupyter notebooks for the Deep Learning lectures at M2 Data Science Université Paris Saclay

lstm-oreilly

How to build a Multilayered LSTM Network to infer Stock Market sentiment from social conversation using TensorFlow.

make-ipinyou-data

This project is to formalise the iPinYou RTB data into a standard format for further researches.