Is More Context Always Better? Examining LLM Reasoning Capability for Time Interval Prediction.

@inproceedings{cao-2026-context, author = {Yanan Cao and Farnaz Fallahi and Murali Mohana Krishna Dandu and Lalitesh Morishetti and Kai Zhao and Luyi Ma and Sinduja Subramaniam and Jianpeng Xu and Evren K\"{o}rpeoglu and Kaushiki Nag and Sushant Kumar and Kannan Achan}, editor = {Hakim Hacid and Yoelle Maarek and Francesco Bonchi and Ido Guy and Emine Yilmaz}, title = {{Is More Context Always Better? Examining LLM Reasoning Capability for Time Interval Prediction}}, booktitle = {{Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026}}, pages = {8521--8524}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3774904.3792900}, doi = {https://doi.org/10.1145/3774904.3792900} }