currywu123

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

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。

rasa_shopping_bot

基于rasa搭建的电商导购机器人

_rasa_chatbot

A Chinese task oriented chatbot in IVR(Interactive Voice Response) domain, implement by rasa. This is a demo with toy dataset, more data should be added for performance.

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

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

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

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

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_nlu_bert

rasa_nlu with bert, base on rasa_nlu 0.14.4

slot_filling_and_intent_detection_of_SLU

slot filling, intent detection, joint training, ATIS & SNIPS datasets, the Facebook’s multilingual dataset,, MIT corpus, E-commerce Shopping Assistant (ECSA) dataset, CoNLL2003 NER, ELMo, BERT, XLNet

SlotGated-SLU

Slot-Gated Modeling for Joint Slot Filling and Intent Prediction

StackPropagation-SLU

Open source code for EMNLP-19 Paper "A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding".

transfer

Code and data for the paper "Multi-Source Domain Adaptation with Mixture of Experts" https://arxiv.org/abs/1809.02256