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2018-ccf-bdci-china-unicom-research-institute-top2

2018-CCF大数据与计算智能大赛-面向电信行业存量用户的智能套餐个性化匹配模型联通赛-复赛第二名解决方案

awesome-books

实践源码库：https://github.com/jast90/bigdata

bert-for-sequence-labeling-and-text-classification

This is the template code to use BERT for sequence lableing and text classification, in order to facilitate BERT for more tasks. Currently, the template code has included conll-2003 named entity identification, Snips Slot Filling and Intent Prediction.

capsule-nlu

Joint Slot Filling and Intent Detection via Capsule Neural Networks (ACL'19) https://arxiv.org/abs/1812.09471

chatbot_cn

基于金融-司法领域(兼有闲聊性质)的聊天机器人，其中的主要模块有信息抽取、NLU、NLG、知识图谱等，并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口

cm-net

code of our EMNLP-19 Paper, CM-Net: A Novel Collaborative Memory Network for Spoken Language Understanding

competition-baseline

数据科学竞赛各种baseline代码、思路分享

conv-knrm

Convolutional Neural Networks for So-Matching N-Grams in Ad-hoc Search

cross-domain_ner

Cross-domain NER using cross-domain language modeling, code for ACL 2019 paper

crosslingual-nlu

Zero-shot Cross-lingual Task-Oriented Dialogue Systems (EMNLP 2019)

dcmtl

deep-multi-task-learning-with-cross-connected-layer-for-slot-filling

中文 电商 电脑 手机 相机 槽填充 数据集

deep_learning_estimator_labels

深度学习，针对多目标任务，在推荐算法的ctr预估等场景中的应用，项目使用tensorflow estimator进行封装，包括esmm、mmoe模型

deepunkid

Deep Unknown Intent Detection with Margin Loss (ACL2019)

dialog-nlu

Tensorflow and Keras implementation of the state of the art researches in Dialog System NLU

dialog-system-with-task-retrieval-and-seq2seq

「2018 JDDC」 对话大赛亚军解决方案

jddc_solution_4th

2018-JDDC大赛第4名的解决方案

jointbert

Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"

kaggle_public

阿水的开源分支

learn-regex

Learn regex the easy way

machine-learning-is-fun

我学习机器学习的一些资料和笔记，分主题进行了整理。

mixed-language-training

Attention-Informed Mixed-Language Training for Zero-shot Cross-lingual Task-oriented Dialogue Systems

ml_cia

公众号: 机器学习荐货情报局 所有代码

nlper-interview

该仓库主要记录 NLP 算法工程师相关的面试题

qasystemonmedicalkg

A tutorial and implement of disease centered Medical knowledge graph and qa system based on it。知识图谱构建，自动问答，基于kg的自动问答。以疾病为中心的一定规模医药领域知识图谱，并以该知识图谱完成自动问答与分析服务。

rasa-flask-chinese-chatbot

基于rasa构建的中文任务型对话机器人，并用flask实现ui对话界面

rasa_chatbot

基于rasa_nlu，rasa_core，rasa_core_sdk构建的聊天机器人

rasa_chatbot_cn

building a chinese dialogue system based on the newest version of rasa(基于最新版本rasa搭建的对话系统)

rasa_newstask_flask_project

Rasa框架实现，面向新闻类的任务型对话系统，再基于flask框架web实现对话

rasa_nlu_bert

rasa_nlu with bert, base on rasa_nlu 0.14.4