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attention

some attention implements

attention-nmt

A simple implementation of attention based encoder-decoder for nmt.

autogpt_ttv

An experimental open-source attempt to make GPT-4 fully autonomous.

awesome-machine-learning-on-source-code

Cool links & research papers related to Machine Learning applied to source code (MLonCode)

bert

TensorFlow code and pre-trained models for BERT

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.

book

Deep Learning 101 with PaddlePaddle

chinese-word-vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

deep_enhanced_repr_for_idrr

code for COLING 2018 paper Deep Enhanced Representation for Implicit Discourse Relation Recognition

drqa

Reading Wikipedia to Answer Open-Domain Questions

dureader

Baseline Systems of DuReader Dataset

dynamic-coattention-network-plus

Dynamic Coattention Network Plus (DCN+) TensorFlow implementation. Question answering using Deep NLP.

halfrost-field

✍️ 这里是写博客的地方 —— Halfrost-Field 冰霜之地

hotpot

im2text

Im2Text extension to OpenNMT

lantern-binaries

Lantern installers binary downloads.

ltp

Language Technology Platform

machine_learning

machinereading

“莱斯杯”全国第一届“军事智能·机器阅读”挑战赛相关代码

matchzoo

MatchZoo is a toolkit for text matching. It was developed to facilitate the designing, comparing, and sharing of deep text matching models.

medium-post

This repo contains the implementation of article/blog that I wrote on Medium

models

Pre-trained and Reproduced Deep Learning Models （『飞桨』官方模型库，包含多种学术前沿和工业场景验证的深度学习模型）

natural-questions

nqg

neural question generation for reading comprehension

opennmt

Open Source Neural Machine Translation in Torch

pointer-generator

Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks"

pyltp

pyltp: the python extension for LTP

python-env-setting

r-net

Tensorflow Implementation of R-Net

rcpapers

Must-read papers on Machine Reading Comprehension