PEARL: Profile-based Explainable Agent for Edge LLM Recommendation via Latent Decomposition.

@inproceedings{lee-2026-pearl, author = {Jinkwon Lee and Hayoung Oh and Linh Thai Nguyen and Hayoung Oh and Linh Thai Nguyen}, 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 = {{PEARL: Profile-based Explainable Agent for Edge LLM Recommendation via Latent Decomposition}}, booktitle = {{Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026}}, pages = {3924--3928}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805712.3809957}, doi = {https://doi.org/10.1145/3805712.3809957} }