wangyankiko

ML-NLP

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

DeepNLP-models-Pytorch

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

zh-NER-TF

A very simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow)

ChineseNER

中文命名实体识别，实体抽取，tensorflow，pytorch，BiLSTM+CRF

lightNLP

基于Pytorch和torchtext的自然语言处理深度学习框架。

displacy

:boom: displaCy.js: An open-source NLP visualiser for the modern web

LSTM-CRF-pytorch-faster

A more than 1000X faster paralleled LSTM-CRF implementation modified from the slower version in the Pytorch official tutorial (URL:https://pytorch.org/tutorials/beginner/nlp/advanced_tutorial.html).

PDFConverter

Best PDF Converter! PDF to any format, pdf2word/excel/xml/html/txt...

CCKS2019-Task5

CCKS2019评测任务五-公众公司公告信息抽取，第3名

CharBERT

CharBERT: Character-aware Pre-trained Language Model (COLING2020)

acnn

Relation Classification via Multi-Level Attention CNNs

BDCI2019-NER

BDCI2019-互联网金融新实体发现-第7名（本可top3）

RDANER

Code of ICKG2020 best student paper: A Robust and Domain-Adaptive Approach for Low-Resource Named Entity Recognition

PDFSDK

Based on Foxit Quick PDF Library，python interface

SciGraph

科技文献挖掘简单demo，由本人负责的完整demo体验地址：https://kg.hammerscholar.net

NER

NER (pytorch+tensorflow for chinese) word2vec

rm2mv

Replace linux command rm with mv for bash and zsh

transformer-tf

Simple Tensorflow Implementation of Transformer introduced by "Attention is All You Need" (NIPS 2017)

GenDataset

generate scientific paper dataset

experiments

english-word-discovery

extract ngrams for large english corpus

LatexTablesGen

A latex table generator, with web UI for users

utils

Some useful scripts

ML-NLP

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。