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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

end-to-end-asr-pytorch icon end-to-end-asr-pytorch

This is an open source project (formerly named Listen, Attend and Spell - PyTorch Implementation) for end-to-end ASR implemented with Pytorch, the well known deep learning toolkit.

engine icon engine

3D WebGL game engine with online toolset.

eventtriplesextraction icon eventtriplesextraction

An experiment and demo-level tool for text information extraction (event-triples extraction), which can be a route to the event chain and topic graph, 基于依存句法与语义角色标注的事件三元组抽取,可用于文本理解如文档主题链,事件线等应用。

evp icon evp

Code for paper 'Audio-Driven Emotional Video Portraits'.

faiss icon faiss

A library for efficient similarity search and clustering of dense vectors.

faspell icon faspell

产学界最强(SOTA)的简繁中文拼写检查工具:FASPell Chinese Spell Checker (Chinese Spell Check / 中文拼写检错 / 中文拼写纠错 / 中文拼写检查)

filesaver.js icon filesaver.js

saveTextAs() for all browsers & saveAs() FileSaver for HTML5

final_word_similarity icon final_word_similarity

综合了同义词词林扩展版与知网(Hownet)的词语相似度计算方法,词汇覆盖更多、结果更准确。

fnlib icon fnlib

Fnlib provides a simple specification that can be used to create and deploy FaaS.

funnlp icon funnlp

中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、历史名人词库、诗词词库、医学词库、饮食词库、法律词库、汽车词库、动物词库、中文聊天语料、中文谣言数据、百度中文问答数据集、句子相似度匹配算法集合、bert资源、文本生成&摘要相关工具、cocoNLP信息抽取工具

fuzzysearch icon fuzzysearch

:crystal_ball: Tiny and blazing-fast fuzzy search in JavaScript

glove-python icon glove-python

Toy Python implementation of http://www-nlp.stanford.edu/projects/glove/

gpt2-chinese icon gpt2-chinese

Chinese version of GPT2 training code, using BERT or BPE tokenizer.

gpt2-ml icon gpt2-ml

GPT2 for Multiple Languages, including pretrained models. GPT2 多语言支持, 15亿参数中文预训练模型

graftcp icon graftcp

A flexible tool for redirecting a given program's TCP traffic to SOCKS5 proxy.

gstore icon gstore

gStore - a graph based RDF triple store.

hanlp icon hanlp

自然语言处理 中文分词 词性标注 命名实体识别 依存句法分析 关键词提取 新词发现 短语提取 自动摘要 文本分类 拼音简繁

harvesttext icon harvesttext

领域自适应文本挖掘工具(新词发现、情感分析、实体链接等),基于少量种子词和背景知识

head icon head

A list of everything that goes in the <head> of your document

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

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