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cs.CL2024
Associative Recurrent Memory Transformer
Ivan Rodkin, Yuri Kuratov, Aydar Bulatov +1
This paper addresses the challenge of creating a neural architecture for very long sequences that requires constant time for processing new information at each time step. Our appro…
cs.CL2024★ 6 cited
BABILong: Testing the Limits of LLMs with Long Context Reasoning-in-a-Haystack
Yuri Kuratov, Aydar Bulatov, Petr Anokhin +4
In recent years, the input context sizes of large language models (LLMs) have increased dramatically. However, existing evaluation methods have not kept pace, failing to comprehens…