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20242026
most citedAre We Truly Forgetting? A Critical Re-examination of Machine Unlearning Evaluation Protocols

2 citations · 2 across the 4 of their papers we have counts for

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cs.CL2026

Can Large Language Models Keep Up? Benchmarking Online Adaptation to Continual Knowledge Streams

Jiyeon Kim, Hyunji Lee, Dylan Zhou +6

LLMs operating in dynamic real-world contexts often encounter knowledge that evolves continuously or emerges incrementally. To remain accurate and effective, models must adapt to n…