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个人简介

学习/工作情况:

  • 2021.4 - 现在: 字节跳动-AI-Lab机器学习算法引擎研发工程师
  • 2019.3- 2021.4: 网易有道-语音算法 (2020年7月毕业才转成正职)
  • 2018.11 - 2019.3: CVTE**研究院-nlp实习生 (主要做检索式问答机器人的工作)
  • 2018.3 - 2020.7: SIGSDS实验室 (主要在任务型对话系统的工作)
  • 2017.3 - 2017.10: 红满堂工作室-web开发

论文经历

  • Peisong Huang, Peijie Huang, Wencheng Ai, et al. Latent Topic Attention for Domain Classification. Proceedings of the 20th Annual Conference of the International Speech Communication Association (INTERSPEECH 2019), 2019, oral.
  • 黄培松, 黄沛杰, 丁健德, 等. 基于隐含主题协同注意力网络的领域分类方法. 中文信息学报
  • 梁泳诗, 黄沛杰, 黄培松, 等.基于可靠词汇语义约束的词语向量表达修正研究. 中文信息学报, 2019, 33(1):58-69. 主要思路:是借助外在的词典来解决词向量同义词和反义词在维度上比较相似的问题.

比赛经历:

  • 2018.5-2018.7中文人机对话技术评测用户意图领域分类比赛(排名:4/80).属于短句分类.由于测试集和训练集来自不同数据分布.所以主要是在词向量做了一些特征的补充.
  • 2018.4-2018.5 NLPCC 2018 共享任务4子任务2意图识别(排名:4/195)(前三是搜狗,北京大学,CVTE.).由于数据集的标签很多会依赖到上文的句子,所以最后提交的模型是HierarchicalAttentionNetwork.

黄培松's Projects

aaai18-code icon aaai18-code

The code of AAAI18 paper "Learning Structured Representation for Text Classification via Reinforcement Learning".

aima-python icon aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

albert_zh icon albert_zh

A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型

amsgrad-tensorflow icon amsgrad-tensorflow

Simple Tensorflow implementation of "On the Convergence of Adam and Beyond" (ICLR 2018)

amwiki icon amwiki

amWiki 是一款由 JS 开发、依赖 Atom 或 Nodejs-Npm 的 Markdown 轻量级前端化开源文库系统

api-doc icon api-doc

:green_book:基于Markdown编写的接口文档。

app_comments_spider icon app_comments_spider

爬取百度贴吧、TapTap、appstore、微博官方博主上的游戏评论(基于redis_scrapy)，过滤器采用了bloomfilter。

attn_vis icon attn_vis

Interactive in-browser attention visualizer tool for recurrent networks

bert-for-tf2 icon bert-for-tf2

A Keras TensorFlow 2.0 implementation of BERT, ALBERT and adapter-BERT.

brpc icon brpc

Industrial-grade RPC framework used throughout Baidu, with 1,000,000+ instances and thousands kinds of services, called "baidu-rpc" inside Baidu.

chinesenlp icon chinesenlp

Datasets, SOTA results of every fields of Chinese NLP

conv_arithmetic icon conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

curio icon curio

Curio - Awaiting anything else would be uncivilised.

dcgan icon dcgan

数据结构课设，纳什平衡

dcgan-tensorflow icon dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

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