LLM-Enhanced Topical Trend Detection at Snapchat. - Hangqi Zhao; Jay Li; Abhiruchi Bhattacharya; Cong Ni; Jason Yeung; Jinchao Ye; Kai Yang; Akshat Malu; Manish Malik (CoRR, 2026)