yorick76ee

LatticeLSTM

Chinese NER using Lattice LSTM. Code for ACL 2018 paper.

training-data-analyst

Labs and demos for courses for GCP Training (http://cloud.google.com/training).

ai_law

all kinds of baseline models for long text classificaiton( text categorization)

fairseq

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

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

wangju_spider

王菊微博评论数据抓取

RL-Adventure-2

PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay

elasticsearch-learning-to-rank

Plugin to integrate Learning to Rank (aka machine learning for better relevance) with Elasticsearch

2018-IJCAI-top3

This 2018 IJCAI alimama Top3 Code

S-LSTM

Code for the paper: Sentence-State LSTM for Text Representation

nlp-architect

NLP Architect by Intel AI Lab: Python library for exploring the state-of-the-art deep learning topologies and techniques for natural language processing and natural language understanding

fast_abs_rl

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

text_classification

all kinds of text classificaiton models and more with deep learning

NeuralDialog-LAED

PyTorch implementation for Interpretable Dialog Generation, It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU

SciTail

This released code is for our ACL2018 paper "End-Task Oriented Textual Entailment via Deep Explorations of Inter-Sentence Interactions". It gets STOA performance in a textual entailment benchmark -- 82.1% accuracy on SciTail dataset. We release the code and the pretrained model

nlu_sim

all kinds of baseline models for sentence similarity

DuReader

Baseline Systems of DuReader Dataset

pythonstudy

a repository to study python!

CompetitionList

It is a list for ML/DL/DM competitions.

kgRobot

基于知识图谱的智能问答机器人

Chinese-Word-Vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

DSKG

eea-eval

Experimental analysis of knowledge graph embedding for entity alignment

NeuralDialogPapers

Summary of deep learning models for dialog systems

nli

Enhanced LTSM for natural language inference

ComplEx-NNE_AER

Improving Knowledge Graph Embedding Using Simple Constraints (ACL-2108)

lrner

Improving Low Resource Named Entity Recognition using Cross-lingual Knowledge Transfer

lihang_book_algorithm

致力于将李航博士《统计学习方法》一书中所有算法实现一遍

joint-entity-relation

code for Joint Extraction of Entities and Relations Based on a Novel Graph Scheme

HNLG