multi-modal fusion

DataFunTalk

Jul 31, 2024 · Artificial Intelligence

Decentralized Distribution in Xiaohongshu Recommendation System: Sideinfo, Multi‑modal Fusion, Interest Exploration and Future Directions

This article presents Xiaohongshu's technical solutions for decentralized content distribution, covering the definition of the problem, fast and accurate learning, side‑information modeling, graph‑based multi‑modal fusion, interest exploration and protection, and future research directions such as generative recommendation and large‑model driven user profiling.

decentralized distributioninterest explorationlarge models

0 likes · 25 min read

Decentralized Distribution in Xiaohongshu Recommendation System: Sideinfo, Multi‑modal Fusion, Interest Exploration and Future Directions

DataFunSummit

Oct 8, 2023 · Artificial Intelligence

NLP Techniques for Financial Risk Control: Text Modeling, Non‑Text Modeling, Long‑Text Handling, Multi‑Modal Fusion and Sample Optimization

This article presents a comprehensive overview of how natural language processing is applied to financial risk control, covering text and non‑text sequence modeling, tokenization strategies, transformer‑based long‑text architectures, multi‑modal fusion methods, pre‑training techniques and practical sample‑optimization approaches.

AINLPSample Optimization

0 likes · 22 min read

NLP Techniques for Financial Risk Control: Text Modeling, Non‑Text Modeling, Long‑Text Handling, Multi‑Modal Fusion and Sample Optimization