@inproceedings{jain-etal-2026-trendpulse, title = "{T}rend{P}ulse: A Simple yet Efficient Framework for Capturing Viral {E}-Commerce Spikes via {LLM}-Driven Contextualization", author = "Jain, Arin and Gupta, Devashish and Singhal, Bhavuk and Jindal, Divay and Rongata, Vinit and Yadav, Ravindra Kumar", editor = "Li, Yunyao and Rehm, Georg and Tu, Mei", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)", month = jul, year = "2026", address = "San Diego, California, USA", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.64/", pages = "927--941", ISBN = "979-8-89176-394-4" }