LLMs as Workers in Human-Computational Algorithms? Replicating Crowdsourcing Pipelines with LLMs.
Tongshuang WuHaiyi ZhuMaya AlbayrakAlexis AxonAmanda BertschWenxing DengZiqi DingBill GuoSireesh GururajaTzu-Sheng KuoJenny T. LiangRyan LiuIhita MandalJeremiah MilbauerXiaolin NiNamrata PadmanabhanSubhashini RamkumarAlexis SudjiantoJordan TaylorYing-Jui TsengPatricia VaidosZhijin WuWei WuChenyang YangPublished in: CoRR (2023)
Keyphrases
- orders of magnitude
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- information technology
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- recently developed
- times faster
- worst case
- computational cost
- neural network
- semi supervised
- computational complexity
- case study
- theoretical analysis
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- database
- graph theory