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abstract_summarization_tensorflow

Abstract Summarization(ABS) On Tensorflow

abstractive-text-summarization

abtextsumm

Abstractive Summarization IJCAI paper code

app-dl

Deep Learning and applications in Startups, CV, Text Mining, NLP

awesome-automl-papers

A curated list of automated machine learning papers, articles, tutorials, slides and projects

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

awesome-rl-nlp

Curated Reinforcement Learning Resources for Natural Language Processing

awesome-text-summarization

The guide to tackle with the Text Summarization

bi-att-flow

Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization.

caffe

Caffe: a fast open framework for deep learning.

chatbot-retrieval

Dual LSTM Encoder for Dialog Response Generation

chinese-word-vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

cnn-dailymail

Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

cnn_sentence

My version of CNNs for sentence classification

cw2vec

paper: cw2vec: Learning Chinese Word Embeddings with Stroke n-gram Information

cwe

decanlp

The Natural Language Decathlon: A Multitask Challenge for NLP

deep_learning_course

deeplearning-biology

A list of deep learning implementations in biology

empatheticdialogues

Dialogue model that produces empathetic responses when trained on the EmpatheticDialogues dataset.

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit

fairseq-py

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

faiss

A library for efficient similarity search and clustering of dense vectors.

files2rouge

Calculating ROUGE score between two files (line-by-line)

flowqa

Implementation of conversational QA model: FlowQA (with slight improvement)

glove

GloVe model for distributed word representation

how_to_make_a_text_summarizer

This is the code for "How to Make a Text Summarizer - Intro to Deep Learning #10" by Siraj Raval on Youtube

interpret-text

A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.

interview-notebook

:books: 技术面试需要掌握的基础知识整理