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giantfish-fly
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pi-llm

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context interference

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giantfish-fly commited on Aug 27

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 # PI-LLM: The Core Retrieval Challenge Behind MRCR
 (ICML2025 Long-Context Workshop Accepted)
-Multi-round co-reference in Context Interference:
 Classic long-context benchmarks often test retrieving a single "needle" from a massive "haystack." MRCR raises the bar by placing many similar needles in the same context, requiring models to select the correct item (up to 8 needles), and shows that all LLMs struggle with this task.

 # PI-LLM: The Core Retrieval Challenge Behind MRCR
 (ICML2025 Long-Context Workshop Accepted)
+-Multi-round co-reference in Context Interference:
 Classic long-context benchmarks often test retrieving a single "needle" from a massive "haystack." MRCR raises the bar by placing many similar needles in the same context, requiring models to select the correct item (up to 8 needles), and shows that all LLMs struggle with this task.