Do LLMs Understand Collaborative Signals? Diagnosis and Repair.

@inproceedings{pouryousef-2026-llms, author = {Shahrooz Pouryousef and Ali Montazeralghaem}, editor = {Chirag Shah and Ryen W. White and Adam Fourney and Carla Teixeira Lopes and Johanne R. Trippas}, title = {{Do LLMs Understand Collaborative Signals? Diagnosis and Repair}}, booktitle = {{Proceedings of the 2026 Conference on Human Information Interaction and Retrieval, CHIIR 2026, Seattle, WA, USA, March 22-26, 2026}}, pages = {519--523}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3786304.3787876}, doi = {https://doi.org/10.1145/3786304.3787876} }