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algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

aspell-python

Python wrapper for aspell (C extension and python version)

ccf-bdci-sentiment-analysis-baseline

The code for CCF-BDCI-Sentiment-Analysis-Baseline

chinesener

A neural network model for Chinese named entity recognition

cnn-v1

Legacy version of CNN neural net toolkit (now called dynet)

codinginterviewchinese2

《剑指Offer》第二版源代码（Clone from: https://github.com/zhedahht/CodingInterviewChinese2）

corpuszh

一个中文的已标注词性的语料库

cws

中文分词

dkvmn

Dynamic Key-Value Memory Networks for Knowledge Tracing

errant

ERRor ANnotation Toolkit: Automatically extract and classify grammatical errors in parallel original and corrected sentences.

fairseq-py

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

figer

Fine-Grained Entity Recognizer

fun-rec

推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/

gec-ranking

Data and code used in the 2015 ACL paper, "Ground Truth for Grammatical Error Correction Metrics"

golden-horse

Named Entity Recognition for Chinese social media (Weibo). From EMNLP 2015 paper.

homework

hunspell

The most popular spellchecking library.

huxpro.github.io

My Blog / Jekyll Themes / PWA

kenlm

KenLM: Faster and Smaller Language Model Queries

knet

Neural Entity Typing with Knowledge Attention

lang-8-process

Lang-8 preprocessing scripts

lang8-crawler

langid.py

Stand-alone language identification system

languageresources.github.io

lm-lstm-crf

Empower Sequence Labeling with Task-Aware Language Model

lmgec-lite

A language model-based approach to Grammatical Error Correction for English that uses minimal annotated data.

lstm-crf

lstm-crf中文分词

m2scorer

MaxMatch (M^2) Scorer - Evaluation program for grammatical error correction systems.

metrics

Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave

mlconvgec2018

Code and model files for the paper: "A Multilayer Convolutional Encoder-Decoder Neural Network for Grammatical Error Correction" (AAAI-18).