Bridging Search and Recommendation in Generative Retrieval: Does One Task Help the Other?
Abstract
References
Index Terms
- Bridging Search and Recommendation in Generative Retrieval: Does One Task Help the Other?
Recommendations
GenRec: Large Language Model for Generative Recommendation
Advances in Information RetrievalAbstractIn recent years, Large Language Models (LLMs) have emerged as powerful tools for diverse natural language processing tasks. However, their potential for recommender systems under the generative recommendation paradigm remains relatively ...
Multi-Behavior Generative Recommendation
CIKM '24: Proceedings of the 33rd ACM International Conference on Information and Knowledge ManagementThe task of multi-behavioral sequential recommendation (MBSR) has grown in importance in personalized recommender systems, aiming to incorporate behavior types of interactions for better recommendations. Existing approaches focus on the next-item ...
Explainable Recommendation via Multi-Task Learning in Opinionated Text Data
SIGIR '18: The 41st International ACM SIGIR Conference on Research & Development in Information RetrievalExplaining automatically generated recommendations allows users to make more informed and accurate decisions about which results to utilize, and therefore improves their satisfaction. In this work, we develop a multi-task learning solution for ...
Comments
Information & Contributors
Information
Published In

Sponsors
- SIGWEB: ACM Special Interest Group on Hypertext, Hypermedia, and Web
- SIGAI: ACM Special Interest Group on Artificial Intelligence
- SIGKDD: ACM Special Interest Group on Knowledge Discovery in Data
- SIGIR: ACM Special Interest Group on Information Retrieval
- SIGCHI: ACM Special Interest Group on Computer-Human Interaction
Publisher
Association for Computing Machinery
New York, NY, United States
Publication History
Check for updates
Author Tags
Qualifiers
- Research-article
- Research
- Refereed limited
Conference
Acceptance Rates
Contributors
Other Metrics
Bibliometrics & Citations
Bibliometrics
Article Metrics
- 0Total Citations
- 1,546Total Downloads
- Downloads (Last 12 months)1,546
- Downloads (Last 6 weeks)64
Other Metrics
Citations
View Options
Login options
Check if you have access through your login credentials or your institution to get full access on this article.
Sign inFull Access
View options
View or Download as a PDF file.
PDFeReader
View online with eReader.
eReaderHTML Format
View this article in HTML Format.
HTML Format