Tootfinder

🇺🇦 #NowPlaying on KEXP's #DriveTime
Fred again.. & Joy Anonymous:
🎵 peace u need
#Fredagain #JoyAnonymous
https://fredagainagain.bandcamp.com/track/peace-u-need
https://open.spotify.com/track/4A8tKYA7gwZzQ4jVwIv1sv

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation
Shuo Zhang, Xiao Li, Jiayi Wu, Fan Yang, Xiang Li, Ming Gao
https://arxiv.org/abs/2507.20147

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation
Session-based recommendation (SBR) is mainly based on anonymous user interaction sequences to recommend the items that the next user is most likely to click. Currently, the most popular and high-performing SBR methods primarily leverage graph neural networks (GNNs), which model session sequences as graph-structured data to effectively capture user intent. However, most GNNs-based SBR methods primarily focus on modeling the ID sequence information of session sequences, while neglecting the rich …