Social Reward: Evaluating and Enhancing Generative AI through Million-User Feedback from an Online Creative Community.
Arman IsajanyanArtur ShatveryanDavid KocharianZhangyang WangHumphrey ShiPublished in: ICLR (2024)
Keyphrases
- user feedback
- online communities
- virtual communities
- amazon mechanical turk
- user interaction
- social support
- photo sharing
- online social
- relevance feedback
- social awareness
- user profiles
- online learning communities
- personalized recommendation
- learning community
- artificial intelligence
- user preferences
- user involvement
- social network sites
- social capital
- social networks
- machine learning
- recommender systems
- implicit feedback
- learning to rank
- social roles
- information retrieval
- social media
- expert systems
- reinforcement learning
- social networking sites
- ranked list
- feedback information
- generative model
- explicit feedback
- query disambiguation
- online social networks
- user behavior
- co occurrence
- learning process
- decision trees