2 papers
cs.CL2026
NILC: Discovering New Intents with LLM-assisted Clustering
Hongtao Wang, Renchi Yang, Wenqing Lin
New intent discovery (NID) seeks to recognize both new and known intents from unlabeled user utterances, which finds prevalent use in practical dialogue systems. Existing works tow…
cs.SI2025
Community-Aware Social Community Recommendation
Runhao Jiang, Renchi Yang, Wenqing Lin
Social recommendation, which seeks to leverage social ties among users to alleviate the sparsity issue of user-item interactions, has emerged as a popular technique for elevating p…