zyli93

NLP-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

machine-learning-systems-design

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

transformer

A TensorFlow Implementation of the Transformer: Attention Is All You Need

Awesome-Incremental-Learning

Awesome Incremental Learning

introRL

Intro to Reinforcement Learning (强化学习纲要）

GAT

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

America-Against-America

《美国反对美国》是王沪宁先生在上世纪80年代末赴美观察写作的。我们知道在那个年代**对西方特别是美国的追捧有多高，所以突然看到一个学者在80年代就有如此清楚的认识，十分钦佩。由于网上只有效果很差的PDF扫描版，所以我想利用OCR技术和肉眼（人体OCR）来转成现代化的文本格式。目前已经全部完成。

text_gcn

Graph Convolutional Networks for Text Classification. AAAI 2019

tffm

TensorFlow implementation of an arbitrary order Factorization Machine

pubmed_parser

:clipboard: A Python Parser for PubMed Open-Access XML Subset and MEDLINE XML Dataset

python-syntax

Python syntax highlighting script for Vim

ABSAPapers

Worth-reading papers and related awesome resources on aspect-based sentiment analysis (ABSA). 值得一读的方面级情感分析论文与相关资源集合

LEAM

SentiWordNet

The SentiWordNet sentiment lexicon

ASGCN

Code and preprocessed dataset for EMNLP 2019 paper titled "Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks"

pubmed-rct

PubMed 200k RCT dataset: a large dataset for sequential sentence classification.

Neu-Review-Rec

A Toolkit for Neural Review-based Recommendation models with Pytorch.

text_nn

Text classification models. Used a submodule for other projects.

PubMed-PICO-Detection

PubMed PICO Element Detection Dataset

birnn-language-model-tf

Tensorflow implementation of Bi-directional RNN Langauge Model

wvlib

word vector library

form-context-model

This repository contains the code for the Form-Context Model and its Attentive Mimicking variant.

nxml2txt

NLM .nxml to text format conversion

MuPIPR

Recursive-Neural-Structural-Correspondence-Network

IMDb-Review-Crawler

IMDB影评爬虫

LSTM_language_model

LSTM-based language model in TensorFlow

TahcoRoll

An Efficient Approach for Signature Profiling in Genomic Data through Vairable-Length k-mers

ScrapyIMDB

Module to retrieve IMDB user's reviews(as part of CSCI-544 final project)

LSTM

Next word prediction