Using Amazon Mechanical Turk for linguistic research

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Using Amazon Mechanical Turk for linguistic research1

Amazon’s Mechanical Turk service makes linguistic experimentation quick, easy, and inexpensive. However, researchers have not been certain about its reliability. In a series of experiments, this paper compares data collected via Mechanical Turk to those obtained using more traditional methods One set of experiments measured the predictability of words in sentences using the Cloze sentence compl...

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Clustering dictionary definitions using Amazon Mechanical Turk

Vocabulary tutors need word sense disambiguation (WSD) in order to provide exercises and assessments that match the sense of words being taught. Using expert annotators to build a WSD training set for all the words supported would be too expensive. Crowdsourcing that task seems to be a good solution. However, a first required step is to define what the possible sense labels to assign to word oc...

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Opportunities for Crowdsourcing Research on Amazon Mechanical Turk

Many crowdsourcing studies have been conducted that utilize Amazon Mechanical Turk, a crowdsourcing marketplace platform. The Amazon Mechanical Turk team proposes that comprehensive studies in the areas of HIT design, workflow and reviewing methodologies, and compensation strategies will benefit the crowdsourcing field by establishing a standard library of repeatable patterns and protocols. Author

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Using Amazon Mechanical Turk for Transcription of Non-Native Speech

This study investigates the use of Amazon Mechanical Turk for the transcription of nonnative speech. Multiple transcriptions were obtained from several distinct MTurk workers and were combined to produce merged transcriptions that had higher levels of agreement with a gold standard transcription than the individual transcriptions. Three different methods for merging transcriptions were compared...

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Collecting response times using Amazon Mechanical Turk and Adobe Flash.

Crowdsourcing systems like Amazon's Mechanical Turk (AMT) allow data to be collected from a large sample of people in a short amount of time. This use has garnered considerable interest from behavioral scientists. So far, most experiments conducted on AMT have focused on survey-type instruments because of difficulties inherent in running many experimental paradigms over the Internet. This study...

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ژورنال

عنوان ژورنال: Psihologija

سال: 2010

ISSN: 0048-5705,1451-9283

DOI: 10.2298/psi1004441s