Mathew Shen
文章
书单
标签
Search
Type to search.
View all results
Toggle theme
Odyssey: Crowdsourcing
Odyssey: Crowdsourcing
1 min read
(4 min read total)
Crowdsourcing Papers
4 min read
文章
Odyssey: Crowdsourcing
Odyssey: Crowdsourcing
2025-01-05T00:00:00.000Z
MathewShen
January 5, 2025
1 min read
(4 min read total)
1 篇子文章
工程
论文
目录
子文章
Crowdsourcing Papers
Overview
Quality Control General
2013-HKU&NYU-Quality Assurance Framework
2017-Quality Control in Crowdsourcing
2021-Quality Enhancement Methods
Truth inference
DS(1979) & FastDS(2018)
2009-GLAD
2013-Aggregation evaluation
TODO: KOS
TODO: MMSR
TODO: MACE
2022-LA: One/Two Pass
2024-Meta-OAK (Industrial)
Agreement
1960-Cohen’s Kappa
1971-Fleiss’ Kappa
2005-Kappa Statistic in Reliability Studies
Persona
2011-Microsoft-Worker types
2011-NIPS-Spammer score
2014-Reputation
2019-Crowd anatomy
2019-Extracting experts
Anomaly detection
2014-CMU-Collusion
2017-THU-Sybil defense
2023-ACCD
Industrial Applications
2023-Toloka-Crowd-Kit
Footnotes
众包与数据标注平台相关资料整理,重点关注质量控制、真值推断、标注一致性、用户画像和异常检测。
Crowdsourcing Papers
:数据标注与众包平台论文阅读记录,偏工程落地视角。
Odyssey: Crowdsourcing
1 min read
(4 min read total)
Crowdsourcing Papers
4 min read
Previous Post
Odyssey: LLM
Next Post
Oh-Numpy & Oh-Pytorch