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QHD的属性面板

AI匠的哔哩哔哩

知未智能 KDF.info

知未智能KDF 联合创始人 & CTO,北京大学计算机学士,微软AI最具价值专家(AI MVP)1,Google Machine Learning Developers Expert(GDE ML)2

段清华先生从工作以来一直从业于金融科技领域,同时具备充分的人工智能技术研发经验,在科技公司的经历中也积累了足够的项目架构与管理经验。

段清华毕业后一直在金融科技领域工作,先后就职于文因互联、金证优智。有多年金融科技项目经验,带领团队完成过问答机器人、投研系统、监管舆情、知识图谱等项目。 擅长领域为机器学习与自然语言处理,对机器人对话系统、问答系统,金融相关的解析、抽取、搜索、生成、量化分析、知识图谱等细分方向有深入研究。

段清华在工作经历中一直对于对话机器人,基于对话的操作界面(Dialog User Interface)有持续研究,2016年开始就在对话机器人写过多篇文章并深入研究3 (700+ star)并在同年实现基于深度学习的闲聊部分4 (700+star)。

在2018年在哈尔滨召开的SMP第二届中文人机对话技术评测中,清华凭借着人机对话领域卓越的技术实力,领导句子互动参赛团队得到了行业专家评委的一致认同和推荐,荣获本次SMP任务型人机对话回复自然度第1名,在线评测第4名的好成绩。

段清华的深度学习相关开发至少可以追溯到2015年,开始使用基于C++&CUDA的代码实现自动编码器5

段清华同时也擅长JavaScript/Node.js/React的开发,可以追溯到2015年就不依赖其他框架,自主实现过一个纯JavaScript 2D RPG网页游戏的在线Demo开发,至今依然可以在主流桌面浏览器上运行DEMO 6

Footnotes

  1. https://mvp.microsoft.com/en-us/PublicProfile/5003664?fullName=Qinghua%20Duan

  2. https://developers.google.com/community/experts/directory/profile/profile-qinghua-duan

  3. https://github.com/qhduan/ConversationalRobotDesign/

  4. https://github.com/qhduan/Seq2Seq_Chatbot_QA

  5. https://github.com/qhduan/autoencoder

  6. https://github.com/qhduan/RPG 在线DEMO:http://qhduan.github.io/RPG/

段清华DEAN's Projects

homo icon homo

一个高性能,易于扩展且完全开源的自然交互系统

honk icon honk

PyTorch implementations of neural network models for keyword spotting

howtocook icon howtocook

程序员在家做饭方法指南。Programmer's guide about how to cook at home (Chinese).

icwb2-data icon icwb2-data

This directory contains the training, test, and gold-standard data used in the 2nd International Chinese Word Segmentation Bakeoff. Also included is the script used to score the results submitted by the bakeoff participants and the simple segmenter used to generate the baseline and topline data.

interactivegraph icon interactivegraph

InteractiveGraph provides a web-based interactive visualization and analysis framework for large graph data, which may come from a GSON file, or an online Neo4j graph database. InteractiveGraph also provides applications built on the framework: GraphNavigator, GraphExplorer and RelationFinder.

itchat icon itchat

A complete and graceful API for Wechat. 微信个人号接口、微信机器人及命令行微信,三十行即可自定义个人号机器人。

jiagu icon jiagu

Jiagu深度学习自然语言处理工具 中文分词 词性标注 命名实体识别 情感分析 知识图谱关系抽取 新词发现 关键词 文本摘要

jsproxy icon jsproxy

一个基于浏览器端 JS 实现的在线代理

judger icon judger

Online judge sandbox based on seccomp | OnlineJudge 安全沙箱

kalidokit icon kalidokit

Blendshape and kinematics calculator for Mediapipe/Tensorflow.js Face, Eyes, Pose, and Finger tracking models.

kdconv icon kdconv

KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation

keras icon keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

kramed icon kramed

A markdown (kramdown compatible) parser and compiler. Built for speed. (Fork of marked)

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