mogumogu2333 / applied-ml-design

Articles, papers, reports for AI/ML application in production

applied-ml-design

Articles, papers, reports for AI/ML application in production

• applied-ml-design
  • Recommendation
  • Ranking
  • NLP
  • Speech and Audio
  • Multimodality
  • Industry AI/ML Tech blogs

Recommendation

1. For Your Ears Only: Personalizing Spotify Home with Machine Learning Spotify 2020

Ranking

1. 王冬月：京东推荐算法精排技术实践 2021
2. Bringing Personalized Search to Etsy Etsy 2020
3. Machine Learning-Powered Search Ranking of Airbnb Experiences 2019 Airbnb note
4. Introducing Natural Language Search for Podcast Episodes 2022 Spotify note
5. Building a smarter home feed 2014 Pinterest

NLP

1. WIDeText: A Multimodal Deep Learning Framework 2020 AirBnb 房间图片分类 note

Speech and Audio

1. Advancing direct speech-to-speech modeling with discrete units 2022 Facebook

Multimodality

1. Introducing CommerceMM: A new approach to multimodal understanding for online shopping 2022 Facebook

Industry AI/ML Tech blogs

• Google AI Blog
• Meta AI
• Airbnb Engineering
• Etsy Code as Craft/search-ads-recs
• Pinterest Engineering