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Paper Citation Record · LEDGER

Quality Control in Open-Ended Crowdsourcing: A Survey

As of 12 August 2026, this Paper Citation Record lists 100 of 245 outbound references and 0 inbound Pith citation observations for arXiv:2412.03991.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2412.03991 v1

Coverage vector

measured 100 of 245 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T21:56:28.577839Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

100 of 245 outbound references displayed

  • verified exact1
  • verified fuzzy0
  • unresolved99
  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3d779573-da1a-434c-8325-44f92fb4ffcf · outbound

This paper cites Faitcrowd: Fine grained truth discovery for crowdsourced data aggregation.

Quality Control in Open-Ended Crowdsourcing: A Survey Faitcrowd: Fine grained truth discovery for crowdsourced data aggregation

Reference 1

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Observation a902e10b-3ff2-4db1-9129-ef4b937f71e4 · outbound

This paper cites Whose vote should count more: Optimal integration of labels from labelers of un- known expertise.

Quality Control in Open-Ended Crowdsourcing: A Survey Whose vote should count more: Optimal integration of labels from labelers of un- known expertise

Reference 2

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Observation 7c5929ee-3267-426a-97ca-23395ce52376 · outbound

This paper cites Latent dirichlet allocation.

Quality Control in Open-Ended Crowdsourcing: A Survey Latent dirichlet allocation

Reference 3

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Observation 13d64e4d-5bab-413b-8c2c-88faa4f27e21 · outbound

This paper cites icrowd: An adaptive crowd- sourcing framework.

Quality Control in Open-Ended Crowdsourcing: A Survey icrowd: An adaptive crowd- sourcing framework

Reference 4

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Observation 1efa32d2-8c51-4695-b033-10b4fbcc0ec5 · outbound

This paper cites The multidimensional wisdom of crowds.

Quality Control in Open-Ended Crowdsourcing: A Survey The multidimensional wisdom of crowds

Reference 5

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source=pdf_text observed=2026-08-11T21:56:28.238068Z digest=sha256:085e08045c4acaf2c73b8d9a97a99359c4f94e54a46b6390d0e1be9b27eb256c

Observation 047a1fc3-c3b1-4717-830d-79929d74f6f1 · outbound

This paper cites Compar- ing twitter and traditional media using topic models.

Quality Control in Open-Ended Crowdsourcing: A Survey Compar- ing twitter and traditional media using topic models

Reference 6

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Observation b8a75fac-417e-40da-91bc-0c386a0528ac · outbound

This paper cites C-reference: Improving 2d to 3d object pose estimation accuracy via crowd- sourced joint object estimation.

Quality Control in Open-Ended Crowdsourcing: A Survey C-reference: Improving 2d to 3d object pose estimation accuracy via crowd- sourced joint object estimation

Reference 7

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Observation 190ef9c7-a7e1-4cf3-83ca-a4d2bab41b3d · outbound

This paper cites Eventanchor: Reducing human interactions in event annotation of racket sports videos.

Quality Control in Open-Ended Crowdsourcing: A Survey Eventanchor: Reducing human interactions in event annotation of racket sports videos

Reference 8

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source=pdf_text observed=2026-08-11T21:56:28.249095Z digest=sha256:b79bec59b049695f62e4b9193dd91ca68f93530fbe60cb755ced91fc2ff56896

Observation 4903879d-78f7-4715-a61e-aedc86b495ed · outbound

This paper cites Aggregating complex annotations via merging and matching.

Quality Control in Open-Ended Crowdsourcing: A Survey Aggregating complex annotations via merging and matching

Reference 9

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source=pdf_text observed=2026-08-11T21:56:28.252316Z digest=sha256:d8deb6f36043ecb321bd0978ed8df76425c679679857f0fda53edcc53a4e43e1

Observation a9e9ec8d-7cba-4357-8310-120ece1737d2 · outbound

This paper cites Capturing ambiguity in crowd- sourcing frame disambiguation.

Quality Control in Open-Ended Crowdsourcing: A Survey Capturing ambiguity in crowd- sourcing frame disambiguation

Reference 10

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source=pdf_text observed=2026-08-11T21:56:28.255933Z digest=sha256:a3a930d4759f0c04413cc45a910171aba5f3748b6f80361449bde12649685c95

Observation 3626a73f-cd96-49b3-aaa3-912811988330 · outbound

This paper cites Multistep planning for crowdsourcing complex consensus tasks.

Quality Control in Open-Ended Crowdsourcing: A Survey Multistep planning for crowdsourcing complex consensus tasks

Reference 11

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source=pdf_text observed=2026-08-11T21:56:28.259228Z digest=sha256:38540908f7cc75483d5e7906317c1558d789025a6cfd4a42577d5c79459b40aa

Observation 05ca043e-737b-40b1-a2d0-ee6367a20629 · outbound

This paper cites Crowdsourcing Question-Answer Meaning Representations.

Quality Control in Open-Ended Crowdsourcing: A Survey Crowdsourcing Question-Answer Meaning Representations

Reference 12

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Observation a03e7a53-fc01-4514-9162-403bd2efe9f9 · outbound

This paper cites Repeated labeling us- ing multiple noisy labelers.

Quality Control in Open-Ended Crowdsourcing: A Survey Repeated labeling us- ing multiple noisy labelers

Reference 13

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source=pdf_text observed=2026-08-11T21:56:28.266086Z digest=sha256:c59f235697ef7eb0abb0097b8e66c1676c433f1aa725f8758fb22b2b3bc0b903

Observation 213a7912-e680-48e6-b076-87b5a54adb29 · outbound

This paper cites How many workers to ask? adaptive exploration for collecting high quality labels.

Quality Control in Open-Ended Crowdsourcing: A Survey How many workers to ask? adaptive exploration for collecting high quality labels

Reference 14

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Observation c702b3e8-2ba5-4c8e-a89b-b006bc883528 · outbound

This paper cites To re (label), or not to re (label).

Quality Control in Open-Ended Crowdsourcing: A Survey To re (label), or not to re (label)

Reference 15

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Observation 203d44d4-009c-4317-a7e4-c139bd30350e · outbound

This paper cites Online sequencing of non-decomposable macrotasks in expert crowdsourcing.

Quality Control in Open-Ended Crowdsourcing: A Survey Online sequencing of non-decomposable macrotasks in expert crowdsourcing

Reference 16

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Observation 88b2360d-8eab-4275-a895-e561eb0ef9ac · outbound

This paper cites Creating a system for lexical substitutions from scratch using crowdsourcing.

Quality Control in Open-Ended Crowdsourcing: A Survey Creating a system for lexical substitutions from scratch using crowdsourcing

Reference 17

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Observation af107db4-1f0c-4aa5-9f2b-e3fd3b872345 · outbound

This paper cites Sprout: Crowd-powered task design for crowd- sourcing.

Quality Control in Open-Ended Crowdsourcing: A Survey Sprout: Crowd-powered task design for crowd- sourcing

Reference 18

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Observation ef42861b-e832-4e5d-98c1-7e4d875d66ad · outbound

This paper cites Crowd anatomy be- yond the good and bad: Behavioral traces for crowd worker modeling and pre-selection.

Quality Control in Open-Ended Crowdsourcing: A Survey Crowd anatomy be- yond the good and bad: Behavioral traces for crowd worker modeling and pre-selection

Reference 19

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Observation cb7083f5-ea4e-4dc3-b8b4-5b839bf2b2b1 · outbound

This paper cites Crowdsourcing complex workflows under budget constraints.

Quality Control in Open-Ended Crowdsourcing: A Survey Crowdsourcing complex workflows under budget constraints

Reference 20

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Observation cf20daa8-6cf6-49f9-81fa-a20cc4619638 · outbound

This paper cites Pplib: Toward the automated generation of crowd computing programs using process recombination and auto- experimentation.

Quality Control in Open-Ended Crowdsourcing: A Survey Pplib: Toward the automated generation of crowd computing programs using process recombination and auto- experimentation

Reference 21

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Observation 1fdc21ec-a632-491b-bc98-5b0e4b54455c · outbound

This paper cites E fficiently identifying a well-performing crowd process for a given problem.

Quality Control in Open-Ended Crowdsourcing: A Survey E fficiently identifying a well-performing crowd process for a given problem

Reference 22

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Observation e0e4e7b6-7257-4840-bf89-dadaa8f55063 · outbound

This paper cites Investigating dif- ferences in crowdsourced news credibility assessment: Raters, tasks, and expert criteria.

Quality Control in Open-Ended Crowdsourcing: A Survey Investigating dif- ferences in crowdsourced news credibility assessment: Raters, tasks, and expert criteria

Reference 23

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Observation 6108f11e-6175-4cc9-bbdd-d53f1a4fb5fb · outbound

This paper cites Crowdsheet: instant implementation and out-of-hand execution of complex crowdsourcing.

Quality Control in Open-Ended Crowdsourcing: A Survey Crowdsheet: instant implementation and out-of-hand execution of complex crowdsourcing

Reference 24

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Observation 009c0f7b-b573-4cdd-ac35-a94ceff4e683 · outbound

This paper cites Cross-modal data programming enables rapid medical ma- chine learning.

Quality Control in Open-Ended Crowdsourcing: A Survey Cross-modal data programming enables rapid medical ma- chine learning

Reference 25

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Observation 8180e573-db09-4ae9-8d2e-4c9b18f3cece · outbound

This paper cites Crowdweaver: visually man- aging complex crowd work.

Quality Control in Open-Ended Crowdsourcing: A Survey Crowdweaver: visually man- aging complex crowd work

Reference 26

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Observation 0c4530e5-a782-4ff7-9c15-70be886f2cf3 · outbound

This paper cites Quality-based pricing for crowd- sourced workers.

Quality Control in Open-Ended Crowdsourcing: A Survey Quality-based pricing for crowd- sourced workers

Reference 27

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Observation c80a14bd-d615-4937-aea7-f0a9c361f247 · outbound

This paper cites Measuring crowdsourcing e ffort with error-time curves.

Quality Control in Open-Ended Crowdsourcing: A Survey Measuring crowdsourcing e ffort with error-time curves

Reference 28

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Observation 44704984-9626-4134-a3ec-bf247e8a029b · outbound

This paper cites The e ffects of performance-contingent fi- nancial incentives in online labor markets.

Quality Control in Open-Ended Crowdsourcing: A Survey The e ffects of performance-contingent fi- nancial incentives in online labor markets

Reference 29

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Observation d5f51202-3082-434c-b6ec-efae9ad00f72 · outbound

This paper cites Complex crowdsourcing task al- location strategies employing supervised and reinforcement learning.

Quality Control in Open-Ended Crowdsourcing: A Survey Complex crowdsourcing task al- location strategies employing supervised and reinforcement learning

Reference 30

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Observation 12b8b9c0-0b36-49e6-a61f-d6b5b4f62a80 · outbound

This paper cites Task assignments in complex collaborative crowdsourcing.

Quality Control in Open-Ended Crowdsourcing: A Survey Task assignments in complex collaborative crowdsourcing

Reference 31

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Observation 70941160-fa94-4e42-af11-6ab6f0b49015 · outbound

This paper cites Storia: Summarizing social media con- tent based on narrative theory using crowdsourcing.

Quality Control in Open-Ended Crowdsourcing: A Survey Storia: Summarizing social media con- tent based on narrative theory using crowdsourcing

Reference 32

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Observation b02876b0-3ceb-442b-9ae5-4d6f6857dead · outbound

This paper cites Wearwrite: Crowd-assisted writing from smartwatches.

Quality Control in Open-Ended Crowdsourcing: A Survey Wearwrite: Crowd-assisted writing from smartwatches

Reference 33

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Observation d86d9b61-c163-416c-b447-3144d4b91597 · outbound

This paper cites The knowledge accelerator: Big picture thinking in small pieces.

Quality Control in Open-Ended Crowdsourcing: A Survey The knowledge accelerator: Big picture thinking in small pieces

Reference 34

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Observation 721b0716-eae3-4df2-b9b0-3335cb2ef2ee · outbound

This paper cites Communitycrit: inviting the public to improve and evaluate urban design ideas through micro-activities.

Quality Control in Open-Ended Crowdsourcing: A Survey Communitycrit: inviting the public to improve and evaluate urban design ideas through micro-activities

Reference 35

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Observation c29bac33-74be-4105-aff3-bdafcfa27a71 · outbound

This paper cites Exploring trade-o ffs between learning and productivity in crowdsourced history.

Quality Control in Open-Ended Crowdsourcing: A Survey Exploring trade-o ffs between learning and productivity in crowdsourced history

Reference 36

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Observation d51cd9f6-1fe2-4ef2-b604-8bc80bf95058 · outbound

This paper cites Crafting policy discussion prompts as a task for newcomers.

Quality Control in Open-Ended Crowdsourcing: A Survey Crafting policy discussion prompts as a task for newcomers

Reference 37

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Observation 138ab05f-d290-435c-aee1-8b5f48df1e33 · outbound

This paper cites A task decomposition framework for surveying the crowd contextual insights.

Quality Control in Open-Ended Crowdsourcing: A Survey A task decomposition framework for surveying the crowd contextual insights

Reference 38

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Observation e495f4b9-39c0-4e69-bcb8-f80884d24d46 · outbound

This paper cites Cascade: Crowdsourcing taxonomy creation.

Quality Control in Open-Ended Crowdsourcing: A Survey Cascade: Crowdsourcing taxonomy creation

Reference 39

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Observation 014606cf-1a1d-47ca-826c-5c183233d9d2 · outbound

This paper cites Crowdsourcing in the field: A case study using local crowds for event reporting.

Quality Control in Open-Ended Crowdsourcing: A Survey Crowdsourcing in the field: A case study using local crowds for event reporting

Reference 40

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Observation 77c8b6a7-8f99-4d02-b57c-97c23d3a71b3 · outbound

This paper cites Chorus: a crowd-powered conversational assistant.

Quality Control in Open-Ended Crowdsourcing: A Survey Chorus: a crowd-powered conversational assistant

Reference 41

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Observation 1ac5c6fb-d2db-4814-9347-673b4dbb2f2b · outbound

This paper cites Crowdia: Solving mysteries with crowd- sourced sensemaking.

Quality Control in Open-Ended Crowdsourcing: A Survey Crowdia: Solving mysteries with crowd- sourced sensemaking

Reference 42

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Observation aad677d9-4cf5-4548-9bc2-0bc05f5708e8 · outbound

This paper cites Reviewing versus doing: Learn- ing and performance in crowd assessment.

Quality Control in Open-Ended Crowdsourcing: A Survey Reviewing versus doing: Learn- ing and performance in crowd assessment

Reference 43

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Observation 1f919fce-0572-496e-b073-5688fabf3aaa · outbound

This paper cites Microtalk: Using argu- mentation to improve crowdsourcing accuracy.

Quality Control in Open-Ended Crowdsourcing: A Survey Microtalk: Using argu- mentation to improve crowdsourcing accuracy

Reference 44

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Observation fa75008d-a8e0-465f-b3fc-6012f4a4127f · outbound

This paper cites Smartcrowd: a workflow framework for complex crowdsourcing tasks.

Quality Control in Open-Ended Crowdsourcing: A Survey Smartcrowd: a workflow framework for complex crowdsourcing tasks

Reference 45

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Observation 0bbaa2c1-1c17-4a9b-9b30-d3fe874d45a6 · outbound

This paper cites Optimized group formation for solving collaborative tasks.

Quality Control in Open-Ended Crowdsourcing: A Survey Optimized group formation for solving collaborative tasks

Reference 46

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Observation 32df37ee-e3ea-4235-a2b1-9b0b82b01288 · outbound

This paper cites Zencrowd: leveraging probabilistic reasoning and crowdsourcing techniques for large-scale entity linking.

Quality Control in Open-Ended Crowdsourcing: A Survey Zencrowd: leveraging probabilistic reasoning and crowdsourcing techniques for large-scale entity linking

Reference 47

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Observation 3c22f583-24fd-48e8-b156-7ed405dfebf5 · outbound

This paper cites Crowd- sourcing for multiple-choice question answering.

Quality Control in Open-Ended Crowdsourcing: A Survey Crowd- sourcing for multiple-choice question answering

Reference 48

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Observation 6ed77487-e6f2-483d-a03c-4344bc1a67e9 · outbound

This paper cites Bayesian classifier combination.

Quality Control in Open-Ended Crowdsourcing: A Survey Bayesian classifier combination

Reference 49

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Observation 2f07bdac-f5a0-47a4-8b80-6863a032c7cc · outbound

This paper cites Community- based bayesian aggregation models for crowdsourcing.

Quality Control in Open-Ended Crowdsourcing: A Survey Community- based bayesian aggregation models for crowdsourcing

Reference 50

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source=pdf_text observed=2026-08-11T21:56:28.400676Z digest=sha256:a5d1b480d643de459ebdb502d83c9dd482ab03ec24190bdc24396d9f99629171

Observation 74c051d9-448c-401d-98e4-f5c1d563ff75 · outbound

This paper cites Clickstream analysis for crowd-based object segmentation with confidence.

Quality Control in Open-Ended Crowdsourcing: A Survey Clickstream analysis for crowd-based object segmentation with confidence

Reference 51

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Observation 0ca13bb2-6e06-4aa1-a971-147fb8dcc97f · outbound

This paper cites Exploring the e ffects of goal setting when training for complex crowdsourcing tasks.

Quality Control in Open-Ended Crowdsourcing: A Survey Exploring the e ffects of goal setting when training for complex crowdsourcing tasks

Reference 52

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source=pdf_text observed=2026-08-11T21:56:28.407626Z digest=sha256:b6f9c121a3a747b1f1fb22147dd6eecbdac238685c7461ab8bd2821b2fac5ac1

Observation 78d84516-cb9b-4c8f-8186-437055d12aea · outbound

This paper cites Motivating novice crowd workers through goal setting: An investigation into the effects on complex crowdsourc- ing task training.

Quality Control in Open-Ended Crowdsourcing: A Survey Motivating novice crowd workers through goal setting: An investigation into the effects on complex crowdsourc- ing task training

Reference 53

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source=pdf_text observed=2026-08-11T21:56:28.411153Z digest=sha256:aedaf9889bb38eadb0da8af2f5c85afd1a6655ce7fb164b7ffc182eac7a15846

Observation 77d76a5d-ecc4-4241-9528-8f2223cd1457 · outbound

This paper cites Teaching active human learners.

Quality Control in Open-Ended Crowdsourcing: A Survey Teaching active human learners

Reference 54

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source=pdf_text observed=2026-08-11T21:56:28.414743Z digest=sha256:f6b59a0c17ed9e4e89ea8531bab40acdf2a8a8d0fd0e8a2ba6b21d1c5fe43a4e

Observation bd49abf8-ccc9-4665-bb77-67b8c15da199 · outbound

This paper cites Machine teaching: An inverse problem to machine learning and an approach toward optimal education.

Quality Control in Open-Ended Crowdsourcing: A Survey Machine teaching: An inverse problem to machine learning and an approach toward optimal education

Reference 55

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source=pdf_text observed=2026-08-11T21:56:28.418250Z digest=sha256:8c4abbb5822e795ec8821bbe0c12abfe855982d85c651b8d8bb7e53101c22d9c

Observation b4030388-06ee-487e-afdd-10d95e5edd5b · outbound

This paper cites Trainbot: A con- versational interface to train crowd workers for delivering on-demand therapy.

Quality Control in Open-Ended Crowdsourcing: A Survey Trainbot: A con- versational interface to train crowd workers for delivering on-demand therapy

Reference 56

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source=pdf_text observed=2026-08-11T21:56:28.421568Z digest=sha256:cb672fd264705dc810093ae89b54bb350b2f53a9b5e668146d65dcf8a4f152e3

Observation 3270e71f-983d-4990-a6f1-1594ecd08909 · outbound

This paper cites Toward a learning sci- ence for complex crowdsourcing tasks.

Quality Control in Open-Ended Crowdsourcing: A Survey Toward a learning sci- ence for complex crowdsourcing tasks

Reference 57

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source=pdf_text observed=2026-08-11T21:56:28.425052Z digest=sha256:9020f12a240256900a5c794612b1e4ac79c758ae9d1049afb56a4739eebabf86

Observation 26255dc8-eb55-4963-8313-ca150b6d6042 · outbound

This paper cites Cicero: Multi-turn, con- textual argumentation for accurate crowdsourcing.

Quality Control in Open-Ended Crowdsourcing: A Survey Cicero: Multi-turn, con- textual argumentation for accurate crowdsourcing

Reference 58

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source=pdf_text observed=2026-08-11T21:56:28.428734Z digest=sha256:4620145cb81e8d126d43d4c29f903e68994d5809374e26820f277822d036285a

Observation 1a62bc09-3043-4d77-990d-6f3fa17a331a · outbound

This paper cites Leveraging peer communication to enhance crowdsourcing.

Quality Control in Open-Ended Crowdsourcing: A Survey Leveraging peer communication to enhance crowdsourcing

Reference 59

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source=pdf_text observed=2026-08-11T21:56:28.432265Z digest=sha256:2054db66a357680c6a08c936e2017506488b10c8bd834ea158c6db7e987c272b

Observation 46c737b5-2b9b-4fd4-9eae-a3fe2146f8fb · outbound

This paper cites E ffective crowd annotation for relation extraction.

Quality Control in Open-Ended Crowdsourcing: A Survey E ffective crowd annotation for relation extraction

Reference 60

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source=pdf_text observed=2026-08-11T21:56:28.435788Z digest=sha256:da2ef047bd732094147b0ff0dc80bdf1f2f0302a992bb2678c43ff92813b8c86

Observation 5687d317-b12d-422a-b57d-4a858f3ccf74 · outbound

This paper cites Context trees: Crowdsourcing global un- derstanding from local views.

Quality Control in Open-Ended Crowdsourcing: A Survey Context trees: Crowdsourcing global un- derstanding from local views

Reference 61

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source=pdf_text observed=2026-08-11T21:56:28.439229Z digest=sha256:a5446c2cf828598ae52483286826c8afaaff42e668a9a6aa3889a230983a404a

Observation 1a763e4b-d873-46aa-823b-5cdd9d3c625d · outbound

This paper cites Strategies for crowdsourcing social data analysis.

Quality Control in Open-Ended Crowdsourcing: A Survey Strategies for crowdsourcing social data analysis

Reference 62

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source=pdf_text observed=2026-08-11T21:56:28.443566Z digest=sha256:0a1bbbd537a2beb8f37edfa5d0ac9a0952ff7517800472e21b2ac1a36ce4b8d4

Observation 52558dc2-8c5c-40b7-9fdd-9755634b54bf · outbound

This paper cites The chal- lenge of variable effort crowdsourcing and how visible gold can help.

Quality Control in Open-Ended Crowdsourcing: A Survey The chal- lenge of variable effort crowdsourcing and how visible gold can help

Reference 63

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source=pdf_text observed=2026-08-11T21:56:28.447005Z digest=sha256:92a8f7d870a980a93564d0ea7f5882ca27aab1be085d46870f5a88255cff94f7

Observation 6dfd1062-872e-428d-9b04-2248ced22558 · outbound

This paper cites Wikum: Bridging discussion forums and wikis using recursive summarization.

Quality Control in Open-Ended Crowdsourcing: A Survey Wikum: Bridging discussion forums and wikis using recursive summarization

Reference 64

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source=pdf_text observed=2026-08-11T21:56:28.450651Z digest=sha256:24fe611d6f86cc00160646e6f6f06be122a04b0afac4679c6b2fdc98d25c461a

Observation ae0859dc-0b0a-413c-b674-37a5a7c79e3e · outbound

This paper cites Creating better action plans for writing tasks via vocabulary- based planning.

Quality Control in Open-Ended Crowdsourcing: A Survey Creating better action plans for writing tasks via vocabulary- based planning

Reference 65

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source=pdf_text observed=2026-08-11T21:56:28.454120Z digest=sha256:4ace9ebd712d889bc94de5674652ddf3cfae4d39a7fa5c042d84df0e2b9c4884

Observation 1385db39-79dd-44d0-bf0b-22aee1d7d48a · outbound

This paper cites An examination of the work practices of crowd- farms.

Quality Control in Open-Ended Crowdsourcing: A Survey An examination of the work practices of crowd- farms

Reference 66

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Observation b33ba2f2-3332-4441-b471-130eef1a759d · outbound

This paper cites Heteroglossia: In-situ story ideation with the crowd.

Quality Control in Open-Ended Crowdsourcing: A Survey Heteroglossia: In-situ story ideation with the crowd

Reference 67

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source=pdf_text observed=2026-08-11T21:56:28.461040Z digest=sha256:fef70ee5c9f64d455eed3c30942ea16915b8ac07a3955b54a01b6fefa0ea958b

Observation bd2dc9a0-9d83-4bfc-965c-d3d853721356 · outbound

This paper cites Com- puting crowd consensus with partial agreement.

Quality Control in Open-Ended Crowdsourcing: A Survey Com- puting crowd consensus with partial agreement

Reference 68

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source=pdf_text observed=2026-08-11T21:56:28.464506Z digest=sha256:5882293254aa3340a530e5b71c5f6bb2e8598f1019d49fd5e8b0b592ca4252e6

Observation 60337775-fb91-4f61-8117-305fe19f9e27 · outbound

This paper cites Quality control in crowdsourcing based on fine-grained behavioral features.

Quality Control in Open-Ended Crowdsourcing: A Survey Quality control in crowdsourcing based on fine-grained behavioral features

Reference 69

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source=pdf_text observed=2026-08-11T21:56:28.467837Z digest=sha256:b76480b17a59c4837fa9b6a6293dc55e89c387506396dd52fcdb891858d509a5

Observation 88109727-fdd2-439b-bf60-bbd1627d993a · outbound

This paper cites Optimal complex task assignment in service crowdsourcing.

Quality Control in Open-Ended Crowdsourcing: A Survey Optimal complex task assignment in service crowdsourcing

Reference 70

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source=pdf_text observed=2026-08-11T21:56:28.471326Z digest=sha256:35758dba666953ba7cf36450953920799f6bfe1e0346524a3191b6fd41a83c4c

Observation 97e60aa3-5931-43a8-b3dc-d4230b3c9c66 · outbound

This paper cites Using hierarchical skills for optimized task assignment in knowledge-intensive crowdsourc- ing.

Quality Control in Open-Ended Crowdsourcing: A Survey Using hierarchical skills for optimized task assignment in knowledge-intensive crowdsourc- ing

Reference 71

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source=pdf_text observed=2026-08-11T21:56:28.474582Z digest=sha256:b6088b511af7a399f986050d75b07db7328beb48c59550258d78ecbdd4d5b0dd

Observation 492837a3-ddea-4c77-9cae-657e03055a46 · outbound

This paper cites Skill ontology- based model for quality assurance in crowdsourcing.

Quality Control in Open-Ended Crowdsourcing: A Survey Skill ontology- based model for quality assurance in crowdsourcing

Reference 72

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source=pdf_text observed=2026-08-11T21:56:28.477894Z digest=sha256:b5b754414d6a24bb4fa8114dfa0d23ec0e732cd9327d9cb300bb505cd50812b3

Observation 52ff3be9-2630-47ea-904e-a67c8be87031 · outbound

This paper cites Crowdcog: A cognitive skill based system for heterogeneous task assignment and recommendation in crowdsourcing.

Quality Control in Open-Ended Crowdsourcing: A Survey Crowdcog: A cognitive skill based system for heterogeneous task assignment and recommendation in crowdsourcing

Reference 73

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source=pdf_text observed=2026-08-11T21:56:28.481394Z digest=sha256:fee28c3c628113398676763a58f50ef892fda3f3434faa6a42f33c453cefac28

Observation 8df5af27-5b0c-468f-abf7-c7457795e01e · outbound

This paper cites A review on the methods to evaluate crowd con- tributions in crowdsourcing applications.

Quality Control in Open-Ended Crowdsourcing: A Survey A review on the methods to evaluate crowd con- tributions in crowdsourcing applications

Reference 74

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source=pdf_text observed=2026-08-11T21:56:28.485157Z digest=sha256:46ecd14d16cc9b97a850191485f0c2bd5a23ed21f5c6057e528966fc59fa9888

Observation 169f6dc6-e067-4df4-9547-6c86624ee64a · outbound

This paper cites Dexa: Supporting non-expert annotators with dynamic examples from ex- perts.

Quality Control in Open-Ended Crowdsourcing: A Survey Dexa: Supporting non-expert annotators with dynamic examples from ex- perts

Reference 75

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source=pdf_text observed=2026-08-11T21:56:28.488768Z digest=sha256:4a9bff1f51f219a4404f27169de8d9c99211801ea41c9f43241e291ebaebd489

Observation 2a42e14d-c041-4d78-9cdc-47eff161f5d6 · outbound

This paper cites V oyant: generating structured feedback on visual designs using a crowd of non-experts.

Quality Control in Open-Ended Crowdsourcing: A Survey V oyant: generating structured feedback on visual designs using a crowd of non-experts

Reference 76

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source=pdf_text observed=2026-08-11T21:56:28.491939Z digest=sha256:a1c2c1033cdb31085c5110767e8b8e1b4530518e72048020be9919a6a99b2f86

Observation 9c76d4cc-cc92-4a74-901b-1b2095801909 · outbound

This paper cites Crowdsourced text sequence aggregation based on hybrid reli- ability and representation.

Quality Control in Open-Ended Crowdsourcing: A Survey Crowdsourced text sequence aggregation based on hybrid reli- ability and representation

Reference 77

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source=pdf_text observed=2026-08-11T21:56:28.494999Z digest=sha256:17afdab7ec947d83fccbf91884e4ae9840a43476e363c2a75b32286ee832c61c

Observation a34b9bb3-1d6a-4f1b-8379-9a5c926c771b · outbound

This paper cites Modeling and aggregation of complex annota- tions via annotation distances.

Quality Control in Open-Ended Crowdsourcing: A Survey Modeling and aggregation of complex annota- tions via annotation distances

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Observation a4aa8172-3e66-4795-a250-edcf719e2869 · outbound

This paper cites Crowd process design: how to coordinate crowds to solve complex problems.

Quality Control in Open-Ended Crowdsourcing: A Survey Crowd process design: how to coordinate crowds to solve complex problems

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Observation d255b6ed-14ca-4b18-8de3-7dab71a68941 · outbound

This paper cites Communicating context to the crowd for complex writing tasks.

Quality Control in Open-Ended Crowdsourcing: A Survey Communicating context to the crowd for complex writing tasks

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Observation 1bea37da-9413-4f6b-9d2e-be1f166f818c · outbound

This paper cites A classroom study of using crowd feedback in the iterative design process.

Quality Control in Open-Ended Crowdsourcing: A Survey A classroom study of using crowd feedback in the iterative design process

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Observation 5af780f7-d946-44fe-9884-50efc43bafca · outbound

This paper cites Supporting esl writ- ing by prompting crowdsourced structural feedback.

Quality Control in Open-Ended Crowdsourcing: A Survey Supporting esl writ- ing by prompting crowdsourced structural feedback

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Observation 0e3e223c-f157-404a-a7c9-8504fe5f9e9e · outbound

This paper cites An empirical study on short-and long-term e ffects of self-correction in crowdsourced microtasks.

Quality Control in Open-Ended Crowdsourcing: A Survey An empirical study on short-and long-term e ffects of self-correction in crowdsourced microtasks

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Observation 42b4877a-1e83-4dfa-988a-ab78882d342a · outbound

This paper cites Human rationales as attribution priors for explainable stance detection.

Quality Control in Open-Ended Crowdsourcing: A Survey Human rationales as attribution priors for explainable stance detection

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source=pdf_text observed=2026-08-11T21:56:28.521096Z digest=sha256:fdc4b56a58bba70c8280fa692e62443721f37fa6c4b9b1ba75f3e696dcb2cff9

Observation 3dcaf2c3-2e87-458f-8a6d-95d4b1b11e20 · outbound

This paper cites Deep extreme cut: From extreme points to object segmentation.

Quality Control in Open-Ended Crowdsourcing: A Survey Deep extreme cut: From extreme points to object segmentation

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source=pdf_text observed=2026-08-11T21:56:28.524646Z digest=sha256:65320a585b7ae09026dce58da838b4039a466a1f5923f3eb05c33b4819179e67

Observation b8ef72e4-4bd1-4260-b016-6c18fdaf8ce6 · outbound

This paper cites Large-scale interactive object seg- mentation with human annotators.

Quality Control in Open-Ended Crowdsourcing: A Survey Large-scale interactive object seg- mentation with human annotators

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source=pdf_text observed=2026-08-11T21:56:28.528161Z digest=sha256:e6b3b435447141ef0dc0e978c189d687b59320bf112efa2165db25b408a1f551

Observation 9c48e0eb-a8f9-44d2-8e4a-b9dfdc18b639 · outbound

This paper cites Best of both worlds: human- machine collaboration for object annotation.

Quality Control in Open-Ended Crowdsourcing: A Survey Best of both worlds: human- machine collaboration for object annotation

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source=pdf_text observed=2026-08-11T21:56:28.531572Z digest=sha256:aaa6648771d592dd926b6f1512ef524741a649f78d8cad0689fcdfc0a6512d1f

Observation 0a1202c6-25b4-4d1e-85f5-b4c71dae8dc8 · outbound

This paper cites Lean crowdsourcing: Combining humans and machines in an online system.

Quality Control in Open-Ended Crowdsourcing: A Survey Lean crowdsourcing: Combining humans and machines in an online system

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source=pdf_text observed=2026-08-11T21:56:28.535379Z digest=sha256:1e4d968e8000da41751c991f9710476c93c868db1ff7ed715fd9ef7f7599a880

Observation e6e417f8-1b25-4932-8342-eefe67618e21 · outbound

This paper cites Eureca: Enhanced understanding of real environments via crowd assistance.

Quality Control in Open-Ended Crowdsourcing: A Survey Eureca: Enhanced understanding of real environments via crowd assistance

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source=pdf_text observed=2026-08-11T21:56:28.538842Z digest=sha256:1e3be40140103af45b15726dbfcfa03a77672d98089896a5f5ab812ae93c5ce0

Observation b9e725f0-a7e4-429b-a223-ca724cbecbdb · outbound

This paper cites Rationale-based human-in-the-loop via supervised attention.

Quality Control in Open-Ended Crowdsourcing: A Survey Rationale-based human-in-the-loop via supervised attention

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Observation 4f37b71f-061c-4eca-921e-d6dff399da0d · outbound

This paper cites Scalpel-cd: leveraging crowdsourcing and deep probabilistic mod- eling for debugging noisy training data.

Quality Control in Open-Ended Crowdsourcing: A Survey Scalpel-cd: leveraging crowdsourcing and deep probabilistic mod- eling for debugging noisy training data

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source=pdf_text observed=2026-08-11T21:56:28.545888Z digest=sha256:ed0d3e7623b71d439207c51688ea48398ffc17ab13e230b1067c265251639ea1

Observation 1b1860d5-f119-4c4a-ab8d-c4eef01827d5 · outbound

This paper cites On human intellect and machine failures: Troubleshooting integrative machine learning sys- tems.

Quality Control in Open-Ended Crowdsourcing: A Survey On human intellect and machine failures: Troubleshooting integrative machine learning sys- tems

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source=pdf_text observed=2026-08-11T21:56:28.549318Z digest=sha256:147744e49bd5b21f0ddbc1a96a8e1ef81a250b2e9e3f280e1ec132bef6b35d15

Observation 152b3f06-2a62-48c5-9fce-5a93b3800e2a · outbound

This paper cites Joint cognition of both human and machine for predicting criminal punishment in judicial system.

Quality Control in Open-Ended Crowdsourcing: A Survey Joint cognition of both human and machine for predicting criminal punishment in judicial system

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Observation e8f0e1e0-4954-4c87-a020-e528bee76ac0 · outbound

This paper cites Truth inference in crowdsourc- ing: Is the problem solved? Proceedings of the VLDB Endowment, 2017, 10(5): 541–552.

Quality Control in Open-Ended Crowdsourcing: A Survey Truth inference in crowdsourc- ing: Is the problem solved? Proceedings of the VLDB Endowment, 2017, 10(5): 541–552

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Observation 3cb7a7f2-72e6-4e33-9dde-ef534feef8aa · outbound

This paper cites Resolving conflicts in het- erogeneous data by truth discovery and source reliability estimation.

Quality Control in Open-Ended Crowdsourcing: A Survey Resolving conflicts in het- erogeneous data by truth discovery and source reliability estimation

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Observation df7b9963-b8d4-4256-a2ee-4f145e519c95 · outbound

This paper cites A confidence-aware approach for truth discovery on long-tail data.

Quality Control in Open-Ended Crowdsourcing: A Survey A confidence-aware approach for truth discovery on long-tail data

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source=pdf_text observed=2026-08-11T21:56:28.563138Z digest=sha256:b2301ebb7d121002bd256b3ea0dfda500b354b55e320df16cfc722c39aa68376

Observation a669dcb5-0297-40af-bc73-b8e8a8538f66 · outbound

This paper cites Learning from the wisdom of crowds by minimax entropy.

Quality Control in Open-Ended Crowdsourcing: A Survey Learning from the wisdom of crowds by minimax entropy

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source=pdf_text observed=2026-08-11T21:56:28.567084Z digest=sha256:e2a749dd464bf9df0cc082c2fcd757a3db4a661c691406056eef67eb63eefae1

Observation 2e5b275e-48c0-4414-8631-b94e78aca718 · outbound

This paper cites Probabilistic graphical models.

Quality Control in Open-Ended Crowdsourcing: A Survey Probabilistic graphical models

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Observation d9281839-32c6-4fd9-acd6-376da8c19fa2 · outbound

This paper cites Maximum likelihood estimation of observer error-rates using the em algorithm.

Quality Control in Open-Ended Crowdsourcing: A Survey Maximum likelihood estimation of observer error-rates using the em algorithm

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source=pdf_text observed=2026-08-11T21:56:28.574502Z digest=sha256:fb139e6f93436a92d61ea01a98b194db4952390c976a53a7f073c4d186bfff6b

Observation 97c6bb7a-2d67-46a5-bacb-3f54da7b0f1f · outbound

This paper cites Eliciting structured knowledge from situated crowd markets.

Quality Control in Open-Ended Crowdsourcing: A Survey Eliciting structured knowledge from situated crowd markets

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