TiC-LM: A Web-Scale Benchmark for Time-Continual LLM Pretraining.

Jeffrey Li Mohammadreza Armandpour Iman Mirzadeh Sachin Mehta Vaishaal Shankar Raviteja Vemulapalli Samy Bengio Oncel Tuzel Mehrdad Farajtabar Hadi Pouransari Fartash Faghri TiC-LM: A Web-Scale Benchmark for Time-Continual LLM Pretraining. 32231-32273 2025 ACL (1) https://doi.org/10.18653/v1/2025.acl-long.1551 https://aclanthology.org/2025.acl-long.1551/ conf/acl/2025-1 db/conf/acl/acl2025-1.html#LiAMMSVBTFPF25