Beyond Item IDs: Scaling Short-Form-Video Recommendation via Semantic-Native Long Sequence Modeling.

@inproceedings{grossman-2026-beyond, author = {Maura R. Grossman and Ruixiao Sun and Fan Zhang and Yuening Li and Liang Liu and Xin Jiang and Diego Uribe Mora and Shahin Rahbariasl and Danfeng Guo and Qijie Shen and Zhimeng Jiang and Amira Ghenai and Yuanzhen Lin and Jiarui Wang and Maura R. Grossman and Ruixiao Sun and Fan Zhang and Yuening Li and Diego Uribe Mora and Shahin Rahbariasl and Danfeng Guo and Qijie Shen and Amira Ghenai and Yuanzhen Lin and Zhizhong Chen and Chuan He and Liang Liu and Xin Jiang}, editor = {Hannah Bast and Alistair Moffat and Falk Scholer and Marc Najork and Min Zhang and Hannah Bast and Marc Najork and Min Zhang}, title = {{Beyond Item IDs: Scaling Short-Form-Video Recommendation via Semantic-Native Long Sequence Modeling}}, booktitle = {{Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026}}, pages = {4902--4906}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805712.3808503}, doi = {https://doi.org/10.1145/3805712.3808503} }