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annotated-transformer_codes

A partial runnable code repo for annotated-transformer

app-dl

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

awesome-text-generation

A curated list of recent models of text generation and application

bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

bert_sts-b

deepnlp-models-pytorch

Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

drqa

Reading Wikipedia to Answer Open-Domain Questions

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fairseq

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

fast_abs_rl

Code for ACL 2018 paper: "Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. Chen and Bansal"

graphwriter

Code for "Text Generation from Knowledge Graphs with Graph Transformers"

models

Models and examples built with TensorFlow

mt-reading-list

A machine translation reading list maintained by Tsinghua Natural Language Processing Group

neural-summ-cnndm-pytorch

Neural abstractive summarization (seq2seq + copy (or pointer network) + coverage) in pytorch on CNN/Daily Mail

nlp

记录nlp相关内容

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

opennmt-py

Open Source Neural Machine Translation in PyTorch

pointer_summarizer

pytorch implementation of "Get To The Point: Summarization with Pointer-Generator Networks"

pyrouge

An interface to and, in time, a Python reimplementation of the ROUGE package for evaluating summarization

pytorch-tutorial

Build your neural network easy and fast

rc-data

Question answering dataset featured in "Teaching Machines to Read and Comprehend

stanfordnlp

Official Stanford NLP Python Library for Many Human Languages

sumeval

Well tested & Multi-language evaluation framework for text summarization.

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

text

Data loaders and abstractions for text and NLP

text_classification

all kinds of text classification models and more with deep learning

text_gcn

Graph Convolutional Networks for Text Classification. AAAI 2019

transformer-pointer-generator

A Abstractive Summarization Implementation with Transformer and Pointer-generator