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cs.CL2026
Can LLMs Access their World Knowledge for Event Prediction?
Zijun Wu, Zhitian Zhang, Hossein Hajimirsadeghi +2
Recent work has questioned whether large language models (LLMs) can be useful for temporal event prediction. Despite vast pretrained world knowledge, LLMs often underperform simple…
cs.CL2026
Coverage-Driven KV Cache Eviction for Efficient and Improved Inference of LLM
Shuvendu Roy, Mengyao Zhai, Hossein Hajimirsadeghi +1
Large language models (LLMs) excel at complex tasks like question answering and summarization, thanks to their ability to handle long-context inputs. However, deploying LLMs is cos…