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I'm not refering to junk papers by quantity, but that not all papers at the same venue are equal, and some fields take longer. For example a logic/programming-l
by zipy124 1y ago
I'm not refering to junk papers by quantity, but that not all papers at the same venue are equal, and some fields take longer. For example a logic/programming-language paper often takes much longer to theorize than an AI paper.
Even within the same field should a paper that speeds up LLM's by 10x be equal to one that improves object detection accuracy in a specific dataset by 2%, or a dataset paper? All could be published at NeurIPS and all are good papers, but that does not make them equal in impact.
A better example might be that a hypothetical paper curing some cancer through some magic technology, or a differnt one detecting cancer better using AI could both target a similar venue (as evidenced by various nature puplications), but are vastly different in impact.