appen.com
Open in
urlscan Pro
54.149.195.167
Public Scan
URL:
https://appen.com/blog/human-in-the-loop/
Submission: On August 20 via api from CH — Scanned from DE
Submission: On August 20 via api from CH — Scanned from DE
Form analysis 14 forms found in the DOM
GET /
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<option value="Chad">Chad</option>
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<option value="Togo">Togo</option>
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<option value="United Kingdom">United Kingdom</option>
<option value="United States">United States</option>
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<option value="Vietnam">Vietnam</option>
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<option value="Zimbabwe">Zimbabwe</option>
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<div class="mktoClear"></div>
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<option value="Yes, I am currently or have previously used a data labeling vendor or service">Yes, I am currently or have previously used a data labeling vendor or service</option>
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<div class="mktoClear"></div>
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<div class="mktoAsterix">*</div>What would you like to talk to us about?
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<div class="mktoClear"></div>
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<div class="mktoFormRow">
<div class="mktoFieldDescriptor mktoFormCol" style="margin-bottom: 10px;">
<div class="mktoOffset" style="width: 10px;"></div>
<div class="mktoFieldWrap mktoRequiredField"><label for="Personal_Data_Processing_Confirmation__c_16610265172280.33205804767743285" id="LblPersonal_Data_Processing_Confirmation__c_16610265172280.33205804767743285" class="mktoLabel mktoHasWidth"
style="width: 400px;">
<div class="mktoAsterix">*</div><span>By checking this box, you confirm that you agree to the processing of your personal data by Appen as described in
the </span><a href="https://appen.com/legal-policies/" target="_blank" id="">Privacy Statement</a><span>.</span>
</label>
<div class="mktoGutter mktoHasWidth" style="width: 10px;"></div>
<div class="mktoLogicalField mktoCheckboxList mktoHasWidth mktoRequired" style="width: 25px;"><input name="Personal_Data_Processing_Confirmation__c" id="Personal_Data_Processing_Confirmation__c_16610265172280.33205804767743285"
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for="Personal_Data_Processing_Confirmation__c_16610265172280.33205804767743285" id="LblPersonal_Data_Processing_Confirmation__c_16610265172280.33205804767743285"></label></div><span
id="InstructPersonal_Data_Processing_Confirmation__c_16610265172280.33205804767743285" tabindex="-1" class="mktoInstruction"></span>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoFormRow"><input type="hidden" name="utm_source__c" class="mktoField mktoFieldDescriptor mktoFormCol" value="" style="margin-bottom: 10px;">
<div class="mktoClear"></div>
</div>
<div class="mktoFormRow"><input type="hidden" name="utm_medium__c" class="mktoField mktoFieldDescriptor mktoFormCol" value="" style="margin-bottom: 10px;">
<div class="mktoClear"></div>
</div>
<div class="mktoFormRow"><input type="hidden" name="utm_campaign__c" class="mktoField mktoFieldDescriptor mktoFormCol" value="" style="margin-bottom: 10px;">
<div class="mktoClear"></div>
</div>
<div class="mktoButtonRow"><span class="mktoButtonWrap mktoInset" style="margin-left: 120px;"><button type="submit" class="mktoButton">Submit</button></span></div><input type="hidden" name="formid" class="mktoField mktoFieldDescriptor"
value="2494"><input type="hidden" name="munchkinId" class="mktoField mktoFieldDescriptor" value="416-ZBE-142">
</form><form class="mktoForm mktoHasWidth mktoLayoutLeft" data-formid="2495" data-forminstance="one" id="" novalidate="novalidate" style="font-family: Helvetica, Arial, sans-serif; font-size: 13px; color: rgb(51, 51, 51); width: 577px;">
<style type="text/css">
.mktoForm .mktoButtonWrap.mktoInset .mktoButton {
color: #000;
background: #fff;
border: 1px solid #aeb0b6;
padding: 0.4em 1em;
font-size: 1em;
box-shadow: 1px 1px 6px 1px #ccc;
background-color: #f5f5f5;
background-image: -webkit-gradient(linear, left top, left bottom, from(#f5f5f5), to(#dfdfdf));
background-image: -webkit-linear-gradient(top, #f5f5f5, #dfdfdf);
background-image: -moz-linear-gradient(top, #f5f5f5, #dfdfdf);
background-image: linear-gradient(to bottom, #f5f5f5, #dfdfdf);
}
.mktoForm .mktoButtonWrap.mktoInset .mktoButton:hover {
border: 1px solid #999;
}
.mktoForm .mktoButtonWrap.mktoInset .mktoButton:focus {
outline: none;
border: 1px solid #999;
}
.mktoForm .mktoButtonWrap.mktoInset .mktoButton:active {
box-shadow: inset 1px 1px 6px 1px #ccc;
background-color: #dfdfdf;
background-image: -webkit-gradient(linear, left top, left bottom, from(#dfdfdf), to(#f5f5f5));
background-image: -webkit-linear-gradient(top, #dfdfdf, #f5f5f5);
background-image: -moz-linear-gradient(top, #dfdfdf, #f5f5f5);
background-image: linear-gradient(to bottom, #dfdfdf, #f5f5f5);
}
</style>
<div class="mktoFormRow">
<div class="mktoFieldDescriptor mktoFormCol" style="margin-bottom: 10px;">
<div class="mktoOffset" style="width: 10px;"></div>
<div class="mktoFieldWrap mktoRequiredField"><label for="FirstName_16610265171300.23866971623877786" id="LblFirstName_16610265171300.23866971623877786" class="mktoLabel mktoHasWidth" style="width: 100px;">
<div class="mktoAsterix">*</div>First Name:
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<div class="mktoGutter mktoHasWidth" style="width: 10px;"></div><input id="FirstName_16610265171300.23866971623877786" name="FirstName" placeholder="First Name*" maxlength="255" aria-labelledby="LblFirstName InstructFirstName" type="text"
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<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoFormRow">
<div class="mktoFieldDescriptor mktoFormCol" style="margin-bottom: 10px;">
<div class="mktoOffset" style="width: 10px;"></div>
<div class="mktoFieldWrap mktoRequiredField"><label for="LastName_16610265171300.23866971623877786" id="LblLastName_16610265171300.23866971623877786" class="mktoLabel mktoHasWidth" style="width: 100px;">
<div class="mktoAsterix">*</div>Last Name:
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<div class="mktoGutter mktoHasWidth" style="width: 10px;"></div><input id="LastName_16610265171300.23866971623877786" name="LastName" placeholder="Last Name *" maxlength="255" aria-labelledby="LblLastName InstructLastName" type="text"
class="mktoField mktoTextField mktoHasWidth mktoRequired" aria-required="true" style="width: 150px;"><span id="InstructLastName_16610265171300.23866971623877786" tabindex="-1" class="mktoInstruction"></span>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoFormRow">
<div class="mktoFieldDescriptor mktoFormCol" style="margin-bottom: 10px;">
<div class="mktoOffset" style="width: 10px;"></div>
<div class="mktoFieldWrap"><label for="Phone_16610265171300.23866971623877786" id="LblPhone_16610265171300.23866971623877786" class="mktoLabel mktoHasWidth" style="width: 100px;">
<div class="mktoAsterix">*</div>Phone Number:
</label>
<div class="mktoGutter mktoHasWidth" style="width: 10px;"></div><input id="Phone_16610265171300.23866971623877786" name="Phone" placeholder="Phone *" maxlength="255" aria-labelledby="LblPhone InstructPhone" type="tel"
class="mktoField mktoTelField mktoHasWidth" style="width: 150px;"><span id="InstructPhone_16610265171300.23866971623877786" tabindex="-1" class="mktoInstruction"></span>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoFormRow">
<div class="mktoFieldDescriptor mktoFormCol" style="margin-bottom: 10px;">
<div class="mktoOffset" style="width: 10px;"></div>
<div class="mktoFieldWrap mktoRequiredField"><label for="Email_16610265171300.23866971623877786" id="LblEmail_16610265171300.23866971623877786" class="mktoLabel mktoHasWidth" style="width: 100px;">
<div class="mktoAsterix">*</div>Email Address:
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<div class="mktoGutter mktoHasWidth" style="width: 10px;"></div><input id="Email_16610265171300.23866971623877786" name="Email" placeholder="Email *" maxlength="255" aria-labelledby="LblEmail InstructEmail" type="email"
class="mktoField mktoEmailField mktoHasWidth mktoRequired" aria-required="true" style="width: 150px;"><span id="InstructEmail_16610265171300.23866971623877786" tabindex="-1" class="mktoInstruction"></span>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoFormRow">
<div class="mktoFieldDescriptor mktoFormCol" style="margin-bottom: 10px;">
<div class="mktoOffset" style="width: 10px;"></div>
<div class="mktoFieldWrap mktoRequiredField"><label for="LeadRole_16610265171300.23866971623877786" id="LblLeadRole_16610265171300.23866971623877786" class="mktoLabel mktoHasWidth" style="width: 100px;">
<div class="mktoAsterix">*</div>Role you're interested in:
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<div class="mktoGutter mktoHasWidth" style="width: 10px;"></div><select id="LeadRole_16610265171300.23866971623877786" name="LeadRole" aria-labelledby="LblLeadRole InstructLeadRole" class="mktoField mktoHasWidth mktoRequired"
aria-required="true" style="width: 150px;">
<option value="Data Science">Data Science</option>
<option value="Linguistics">Linguistics</option>
<option value="Development">Development</option>
<option value="IT">IT</option>
<option value="Marketing">Marketing</option>
<option value="Sales">Sales</option>
<option value="Product">Product</option>
<option value="Other">Other</option>
<option value="Select...">Select...</option>
</select><span id="InstructLeadRole_16610265171300.23866971623877786" tabindex="-1" class="mktoInstruction"></span>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoFormRow">
<div class="mktoFieldDescriptor mktoFormCol" style="margin-bottom: 10px;">
<div class="mktoOffset" style="width: 10px;"></div>
<div class="mktoFieldWrap"><label for="Website_16610265171300.23866971623877786" id="LblWebsite_16610265171300.23866971623877786" class="mktoLabel mktoHasWidth" style="width: 100px;">
<div class="mktoAsterix">*</div>Website URL:
</label>
<div class="mktoGutter mktoHasWidth" style="width: 10px;"></div><input id="Website_16610265171300.23866971623877786" name="Website" maxlength="255" aria-labelledby="LblWebsite InstructWebsite" type="url"
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<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoFormRow">
<div class="mktoFieldDescriptor mktoFormCol" style="margin-bottom: 10px;">
<div class="mktoOffset" style="width: 10px;"></div>
<div class="mktoFieldWrap"><label for="DSCORGPKG__LinkedIn_URL__c_16610265171300.23866971623877786" id="LblDSCORGPKG__LinkedIn_URL__c_16610265171300.23866971623877786" class="mktoLabel mktoHasWidth" style="width: 100px;">
<div class="mktoAsterix">*</div>LinkedIn URL:
</label>
<div class="mktoGutter mktoHasWidth" style="width: 10px;"></div><input id="DSCORGPKG__LinkedIn_URL__c_16610265171300.23866971623877786" name="DSCORGPKG__LinkedIn_URL__c" maxlength="255"
aria-labelledby="LblDSCORGPKG__LinkedIn_URL__c InstructDSCORGPKG__LinkedIn_URL__c" type="url" class="mktoField mktoUrlField mktoHasWidth" style="width: 150px;"><span id="InstructDSCORGPKG__LinkedIn_URL__c_16610265171300.23866971623877786"
tabindex="-1" class="mktoInstruction"></span>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoFormRow">
<div class="mktoFieldDescriptor mktoFormCol" style="margin-bottom: 10px;">
<div class="mktoOffset" style="width: 10px;"></div>
<div class="mktoFieldWrap mktoRequiredField"><label for="Web_Form_Notes__c_16610265171300.23866971623877786" id="LblWeb_Form_Notes__c_16610265171300.23866971623877786" class="mktoLabel mktoHasWidth" style="width: 100px;">
<div class="mktoAsterix">*</div>What would you like to talk to us about?
</label>
<div class="mktoGutter mktoHasWidth" style="width: 10px;"></div><textarea id="Web_Form_Notes__c_16610265171300.23866971623877786" name="Web_Form_Notes__c" rows="5" aria-labelledby="LblWeb_Form_Notes__c InstructWeb_Form_Notes__c"
class="mktoField mktoHasWidth mktoRequired" maxlength="300" aria-required="true" style="width: 150px;"></textarea><span id="InstructWeb_Form_Notes__c_16610265171300.23866971623877786" tabindex="-1" class="mktoInstruction"></span>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoFormRow">
<div class="mktoFieldDescriptor mktoFormCol" style="margin-bottom: 10px;">
<div class="mktoOffset" style="width: 10px;"></div>
<div class="mktoFieldWrap"><label for="Email_Consent__c_16610265171300.23866971623877786" id="LblEmail_Consent__c_16610265171300.23866971623877786" class="mktoLabel mktoHasWidth" style="width: 400px;">
<div class="mktoAsterix">*</div>
<div style="text-align: left;">By checking this box, you agree to receive email communications from Appen</div>
</label>
<div class="mktoGutter mktoHasWidth" style="width: 10px;"></div>
<div class="mktoLogicalField mktoCheckboxList mktoHasWidth" style="width: 25px;"><input name="Email_Consent__c" id="Email_Consent__c_16610265171300.23866971623877786" type="checkbox" value="yes"
aria-labelledby="LblEmail_Consent__c InstructEmail_Consent__c" class="mktoField"><label for="Email_Consent__c_16610265171300.23866971623877786" id="LblEmail_Consent__c_16610265171300.23866971623877786"></label></div><span
id="InstructEmail_Consent__c_16610265171300.23866971623877786" tabindex="-1" class="mktoInstruction"></span>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoFormRow">
<div class="mktoFieldDescriptor mktoFormCol" style="margin-bottom: 10px;">
<div class="mktoOffset" style="width: 10px;"></div>
<div class="mktoFieldWrap mktoRequiredField"><label for="Personal_Data_Processing_Confirmation__c_16610265171300.23866971623877786" id="LblPersonal_Data_Processing_Confirmation__c_16610265171300.23866971623877786" class="mktoLabel mktoHasWidth"
style="width: 400px;">
<div class="mktoAsterix">*</div>By submitting this form you consent to allow Appen to store and process the personal information. For more information, please review our
<a href="https://appen.com/legal-policies/" target="_blank" id="">Privacy Statement</a>.
</label>
<div class="mktoGutter mktoHasWidth" style="width: 10px;"></div>
<div class="mktoLogicalField mktoCheckboxList mktoHasWidth mktoRequired" style="width: 25px;"><input name="Personal_Data_Processing_Confirmation__c" id="Personal_Data_Processing_Confirmation__c_16610265171300.23866971623877786"
type="checkbox" value="yes" aria-required="true" aria-labelledby="LblPersonal_Data_Processing_Confirmation__c InstructPersonal_Data_Processing_Confirmation__c" class="mktoField"><label
for="Personal_Data_Processing_Confirmation__c_16610265171300.23866971623877786" id="LblPersonal_Data_Processing_Confirmation__c_16610265171300.23866971623877786"></label></div><span
id="InstructPersonal_Data_Processing_Confirmation__c_16610265171300.23866971623877786" tabindex="-1" class="mktoInstruction"></span>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoFormRow"><input type="hidden" name="utm_source__c" class="mktoField mktoFieldDescriptor mktoFormCol" value="" style="margin-bottom: 10px;">
<div class="mktoClear"></div>
</div>
<div class="mktoFormRow"><input type="hidden" name="utm_medium__c" class="mktoField mktoFieldDescriptor mktoFormCol" value="" style="margin-bottom: 10px;">
<div class="mktoClear"></div>
</div>
<div class="mktoFormRow"><input type="hidden" name="utm_campaign__c" class="mktoField mktoFieldDescriptor mktoFormCol" value="" style="margin-bottom: 10px;">
<div class="mktoClear"></div>
</div>
<div class="mktoButtonRow"><span class="mktoButtonWrap mktoInset" style="margin-left: 120px;"><button type="submit" class="mktoButton">Submit</button></span></div><input type="hidden" name="formid" class="mktoField mktoFieldDescriptor"
value="2495"><input type="hidden" name="munchkinId" class="mktoField mktoFieldDescriptor" value="416-ZBE-142">
</form><form class="mktoForm mktoHasWidth mktoLayoutLeft" data-formid="2500" data-forminstance="one" id="" novalidate="novalidate" style="font-family: Helvetica, Arial, sans-serif; font-size: 13px; color: rgb(51, 51, 51); width: 577px;">
<style type="text/css">
.mktoForm .mktoButtonWrap.mktoInset .mktoButton {
color: #000;
background: #fff;
border: 1px solid #aeb0b6;
padding: 0.4em 1em;
font-size: 1em;
box-shadow: 1px 1px 6px 1px #ccc;
background-color: #f5f5f5;
background-image: -webkit-gradient(linear, left top, left bottom, from(#f5f5f5), to(#dfdfdf));
background-image: -webkit-linear-gradient(top, #f5f5f5, #dfdfdf);
background-image: -moz-linear-gradient(top, #f5f5f5, #dfdfdf);
background-image: linear-gradient(to bottom, #f5f5f5, #dfdfdf);
}
.mktoForm .mktoButtonWrap.mktoInset .mktoButton:hover {
border: 1px solid #999;
}
.mktoForm .mktoButtonWrap.mktoInset .mktoButton:focus {
outline: none;
border: 1px solid #999;
}
.mktoForm .mktoButtonWrap.mktoInset .mktoButton:active {
box-shadow: inset 1px 1px 6px 1px #ccc;
background-color: #dfdfdf;
background-image: -webkit-gradient(linear, left top, left bottom, from(#dfdfdf), to(#f5f5f5));
background-image: -webkit-linear-gradient(top, #dfdfdf, #f5f5f5);
background-image: -moz-linear-gradient(top, #dfdfdf, #f5f5f5);
background-image: linear-gradient(to bottom, #dfdfdf, #f5f5f5);
}
</style>
<div class="mktoFormRow">
<div class="mktoFieldDescriptor mktoFormCol" style="margin-bottom: 10px;">
<div class="mktoOffset" style="width: 10px;"></div>
<div class="mktoFieldWrap mktoRequiredField"><label for="FirstName_16610265171430.087696377622972" id="LblFirstName_16610265171430.087696377622972" class="mktoLabel mktoHasWidth" style="width: 100px;">
<div class="mktoAsterix">*</div>First Name:
</label>
<div class="mktoGutter mktoHasWidth" style="width: 10px;"></div><input id="FirstName_16610265171430.087696377622972" name="FirstName" placeholder="First Name *" maxlength="255" aria-labelledby="LblFirstName InstructFirstName" type="text"
class="mktoField mktoTextField mktoHasWidth mktoRequired" aria-required="true" style="width: 150px;"><span id="InstructFirstName_16610265171430.087696377622972" tabindex="-1" class="mktoInstruction"></span>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoFormRow">
<div class="mktoFieldDescriptor mktoFormCol" style="margin-bottom: 10px;">
<div class="mktoOffset" style="width: 10px;"></div>
<div class="mktoFieldWrap mktoRequiredField"><label for="LastName_16610265171430.087696377622972" id="LblLastName_16610265171430.087696377622972" class="mktoLabel mktoHasWidth" style="width: 100px;">
<div class="mktoAsterix">*</div>Last Name:
</label>
<div class="mktoGutter mktoHasWidth" style="width: 10px;"></div><input id="LastName_16610265171430.087696377622972" name="LastName" placeholder="Last Name *" maxlength="255" aria-labelledby="LblLastName InstructLastName" type="text"
class="mktoField mktoTextField mktoHasWidth mktoRequired" aria-required="true" style="width: 150px;"><span id="InstructLastName_16610265171430.087696377622972" tabindex="-1" class="mktoInstruction"></span>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoFormRow">
<div class="mktoFieldDescriptor mktoFormCol" style="margin-bottom: 10px;">
<div class="mktoOffset" style="width: 10px;"></div>
<div class="mktoFieldWrap mktoRequiredField"><label for="Email_16610265171430.087696377622972" id="LblEmail_16610265171430.087696377622972" class="mktoLabel mktoHasWidth" style="width: 100px;">
<div class="mktoAsterix">*</div>Email Address:
</label>
<div class="mktoGutter mktoHasWidth" style="width: 10px;"></div><input id="Email_16610265171430.087696377622972" name="Email" placeholder="Email *" maxlength="255" aria-labelledby="LblEmail InstructEmail" type="email"
class="mktoField mktoEmailField mktoHasWidth mktoRequired" aria-required="true" style="width: 150px;"><span id="InstructEmail_16610265171430.087696377622972" tabindex="-1" class="mktoInstruction"></span>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoFormRow">
<div class="mktoFieldDescriptor mktoFormCol" style="margin-bottom: 10px;">
<div class="mktoOffset" style="width: 10px;"></div>
<div class="mktoFieldWrap"><label for="Phone_16610265171430.087696377622972" id="LblPhone_16610265171430.087696377622972" class="mktoLabel mktoHasWidth" style="width: 100px;">
<div class="mktoAsterix">*</div>Phone Number:
</label>
<div class="mktoGutter mktoHasWidth" style="width: 10px;"></div><input id="Phone_16610265171430.087696377622972" name="Phone" placeholder="Phone" maxlength="255" aria-labelledby="LblPhone InstructPhone" type="tel"
class="mktoField mktoTelField mktoHasWidth" style="width: 150px;"><span id="InstructPhone_16610265171430.087696377622972" tabindex="-1" class="mktoInstruction"></span>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoFormRow">
<div class="mktoFieldDescriptor mktoFormCol" style="margin-bottom: 10px;">
<div class="mktoOffset" style="width: 10px;"></div>
<div class="mktoFieldWrap mktoRequiredField"><label for="Country_16610265171430.087696377622972" id="LblCountry_16610265171430.087696377622972" class="mktoLabel mktoHasWidth" style="width: 100px;">
<div class="mktoAsterix">*</div>Country:
</label>
<div class="mktoGutter mktoHasWidth" style="width: 10px;"></div><select id="Country_16610265171430.087696377622972" name="Country" aria-labelledby="LblCountry InstructCountry" class="mktoField mktoHasWidth mktoRequired" aria-required="true"
style="width: 150px;">
<option value="">Select...</option>
<option value="United States">United States</option>
<option value="Canada">Canada</option>
<option value="Afghanistan">Afghanistan</option>
<option value="Albania">Albania</option>
<option value="Algeria">Algeria</option>
<option value="Andorra">Andorra</option>
<option value="Angola">Angola</option>
<option value="Antigua and Barbuda">Antigua and Barbuda</option>
<option value="Argentina">Argentina</option>
<option value="Armenia">Armenia</option>
<option value="Aruba">Aruba</option>
<option value="Australia">Australia</option>
<option value="Austria">Austria</option>
<option value="Azerbaijan">Azerbaijan</option>
<option value="Bahamas, The">Bahamas, The</option>
<option value="Bahrain">Bahrain</option>
<option value="Bangladesh">Bangladesh</option>
<option value="Barbados">Barbados</option>
<option value="Belarus">Belarus</option>
<option value="Belgium">Belgium</option>
<option value="Belize">Belize</option>
<option value="Benin">Benin</option>
<option value="Bhutan">Bhutan</option>
<option value="Bolivia">Bolivia</option>
<option value="Bosnia and Herzegovina">Bosnia and Herzegovina</option>
<option value="Botswana">Botswana</option>
<option value="Brazil">Brazil</option>
<option value="Brunei">Brunei</option>
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<option value="Burkina Faso">Burkina Faso</option>
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<option value="East Timor (see Timor-Leste)">East Timor (see Timor-Leste)</option>
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<option value="Hong Kong">Hong Kong</option>
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<option value="Indonesia">Indonesia</option>
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<option value="Iraq">Iraq</option>
<option value="Ireland">Ireland</option>
<option value="Israel">Israel</option>
<option value="Italy">Italy</option>
<option value="Jamaica">Jamaica</option>
<option value="Japan">Japan</option>
<option value="Jordan">Jordan</option>
<option value="Kazakhstan">Kazakhstan</option>
<option value="Kenya">Kenya</option>
<option value="Kiribati">Kiribati</option>
<option value="Korea, North">Korea, North</option>
<option value="Korea, South">Korea, South</option>
<option value="Kosovo">Kosovo</option>
<option value="Kuwait">Kuwait</option>
<option value="Kyrgyzstan">Kyrgyzstan</option>
<option value="Laos">Laos</option>
<option value="Latvia">Latvia</option>
<option value="Lebanon">Lebanon</option>
<option value="Lesotho">Lesotho</option>
<option value="Liberia">Liberia</option>
<option value="Libya">Libya</option>
<option value="Liechtenstein">Liechtenstein</option>
<option value="Lithuania">Lithuania</option>
<option value="Luxembourg">Luxembourg</option>
<option value="Macau">Macau</option>
<option value="Macedonia">Macedonia</option>
<option value="Madagascar">Madagascar</option>
<option value="Malawi">Malawi</option>
<option value="Malaysia">Malaysia</option>
<option value="Maldives">Maldives</option>
<option value="Mali">Mali</option>
<option value="Malta">Malta</option>
<option value="Marshall Islands">Marshall Islands</option>
<option value="Mauritania">Mauritania</option>
<option value="Mauritius">Mauritius</option>
<option value="Mexico">Mexico</option>
<option value="Micronesia">Micronesia</option>
<option value="Moldova">Moldova</option>
<option value="Monaco">Monaco</option>
<option value="Mongolia">Mongolia</option>
<option value="Montenegro">Montenegro</option>
<option value="Morocco">Morocco</option>
<option value="Mozambique">Mozambique</option>
<option value="Namibia">Namibia</option>
<option value="Nauru">Nauru</option>
<option value="Nepal">Nepal</option>
<option value="Netherlands">Netherlands</option>
<option value="New Zealand">New Zealand</option>
<option value="Nicaragua">Nicaragua</option>
<option value="Niger">Niger</option>
<option value="Nigeria">Nigeria</option>
<option value="North Korea">North Korea</option>
<option value="Norway">Norway</option>
<option value="Oman">Oman</option>
<option value="Pakistan">Pakistan</option>
<option value="Palau">Palau</option>
<option value="Palestinian Territories">Palestinian Territories</option>
<option value="Panama">Panama</option>
<option value="Papua New Guinea">Papua New Guinea</option>
<option value="Paraguay">Paraguay</option>
<option value="Peru">Peru</option>
<option value="Philippines">Philippines</option>
<option value="Poland">Poland</option>
<option value="Portugal">Portugal</option>
<option value="Qatar">Qatar</option>
<option value="Romania">Romania</option>
<option value="Russia">Russia</option>
<option value="Rwanda">Rwanda</option>
<option value="Saint Kitts and Nevis">Saint Kitts and Nevis</option>
<option value="Saint Lucia">Saint Lucia</option>
<option value="Saint Vincent and the Grenadines">Saint Vincent and the Grenadines</option>
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<option value="San Marino">San Marino</option>
<option value="Sao Tome and Principe">Sao Tome and Principe</option>
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<option value="Senegal">Senegal</option>
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<option value="Seychelles">Seychelles</option>
<option value="Sierra Leone">Sierra Leone</option>
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<option value="Sint Maarten">Sint Maarten</option>
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<option value="South Sudan">South Sudan</option>
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<option value="Timor-Leste">Timor-Leste</option>
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<option value="Trinidad and Tobago">Trinidad and Tobago</option>
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<option value="Turkey">Turkey</option>
<option value="Turkmenistan">Turkmenistan</option>
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<option value="Uruguay">Uruguay</option>
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<option value="Vanuatu">Vanuatu</option>
<option value="Venezuela">Venezuela</option>
<option value="Vietnam">Vietnam</option>
<option value="Yemen">Yemen</option>
<option value="Zambia">Zambia</option>
<option value="Zimbabwe">Zimbabwe</option>
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.mktoForm .mktoButtonWrap.mktoInset .mktoButton {
color: #000;
background: #fff;
border: 1px solid #aeb0b6;
padding: 0.4em 1em;
font-size: 1em;
box-shadow: 1px 1px 6px 1px #ccc;
background-color: #f5f5f5;
background-image: -webkit-gradient(linear, left top, left bottom, from(#f5f5f5), to(#dfdfdf));
background-image: -webkit-linear-gradient(top, #f5f5f5, #dfdfdf);
background-image: -moz-linear-gradient(top, #f5f5f5, #dfdfdf);
background-image: linear-gradient(to bottom, #f5f5f5, #dfdfdf);
}
.mktoForm .mktoButtonWrap.mktoInset .mktoButton:hover {
border: 1px solid #999;
}
.mktoForm .mktoButtonWrap.mktoInset .mktoButton:focus {
outline: none;
border: 1px solid #999;
}
.mktoForm .mktoButtonWrap.mktoInset .mktoButton:active {
box-shadow: inset 1px 1px 6px 1px #ccc;
background-color: #dfdfdf;
background-image: -webkit-gradient(linear, left top, left bottom, from(#dfdfdf), to(#f5f5f5));
background-image: -webkit-linear-gradient(top, #dfdfdf, #f5f5f5);
background-image: -moz-linear-gradient(top, #dfdfdf, #f5f5f5);
background-image: linear-gradient(to bottom, #dfdfdf, #f5f5f5);
}
</style>
<div class="mktoFormRow">
<div class="mktoFieldDescriptor mktoFormCol" style="margin-bottom: 10px;">
<div class="mktoOffset" style="width: 10px;"></div>
<div class="mktoFieldWrap mktoRequiredField"><label for="FirstName_16610265171440.7093195917036432" id="LblFirstName_16610265171440.7093195917036432" class="mktoLabel mktoHasWidth" style="width: 100px;">
<div class="mktoAsterix">*</div>First Name:
</label>
<div class="mktoGutter mktoHasWidth" style="width: 10px;"></div><input id="FirstName_16610265171440.7093195917036432" name="FirstName" placeholder="First Name *" maxlength="255" aria-labelledby="LblFirstName InstructFirstName" type="text"
class="mktoField mktoTextField mktoHasWidth mktoRequired" aria-required="true" style="width: 150px;"><span id="InstructFirstName_16610265171440.7093195917036432" tabindex="-1" class="mktoInstruction"></span>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoFormRow">
<div class="mktoFieldDescriptor mktoFormCol" style="margin-bottom: 10px;">
<div class="mktoOffset" style="width: 10px;"></div>
<div class="mktoFieldWrap mktoRequiredField"><label for="LastName_16610265171440.7093195917036432" id="LblLastName_16610265171440.7093195917036432" class="mktoLabel mktoHasWidth" style="width: 100px;">
<div class="mktoAsterix">*</div>Last Name:
</label>
<div class="mktoGutter mktoHasWidth" style="width: 10px;"></div><input id="LastName_16610265171440.7093195917036432" name="LastName" placeholder="Last Name *" maxlength="255" aria-labelledby="LblLastName InstructLastName" type="text"
class="mktoField mktoTextField mktoHasWidth mktoRequired" aria-required="true" style="width: 150px;"><span id="InstructLastName_16610265171440.7093195917036432" tabindex="-1" class="mktoInstruction"></span>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoFormRow">
<div class="mktoFieldDescriptor mktoFormCol" style="margin-bottom: 10px;">
<div class="mktoOffset" style="width: 10px;"></div>
<div class="mktoFieldWrap mktoRequiredField"><label for="Email_16610265171440.7093195917036432" id="LblEmail_16610265171440.7093195917036432" class="mktoLabel mktoHasWidth" style="width: 100px;">
<div class="mktoAsterix">*</div>Email Address:
</label>
<div class="mktoGutter mktoHasWidth" style="width: 10px;"></div><input id="Email_16610265171440.7093195917036432" name="Email" placeholder="Email *" maxlength="255" aria-labelledby="LblEmail InstructEmail" type="email"
class="mktoField mktoEmailField mktoHasWidth mktoRequired" aria-required="true" style="width: 150px;"><span id="InstructEmail_16610265171440.7093195917036432" tabindex="-1" class="mktoInstruction"></span>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoFormRow">
<div class="mktoFieldDescriptor mktoFormCol" style="margin-bottom: 10px;">
<div class="mktoOffset" style="width: 10px;"></div>
<div class="mktoFieldWrap mktoRequiredField"><label for="Web_Form_Notes__c_16610265171440.7093195917036432" id="LblWeb_Form_Notes__c_16610265171440.7093195917036432" class="mktoLabel mktoHasWidth" style="width: 100px;">
<div class="mktoAsterix">*</div>Comments:
</label>
<div class="mktoGutter mktoHasWidth" style="width: 10px;"></div><textarea id="Web_Form_Notes__c_16610265171440.7093195917036432" name="Web_Form_Notes__c" rows="3" aria-labelledby="LblWeb_Form_Notes__c InstructWeb_Form_Notes__c"
class="mktoField mktoHasWidth mktoRequired" maxlength="5000" aria-required="true" style="width: 280px;"></textarea><span id="InstructWeb_Form_Notes__c_16610265171440.7093195917036432" tabindex="-1" class="mktoInstruction"></span>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoFormRow">
<div class="mktoFieldDescriptor mktoFormCol" style="margin-bottom: 10px;">
<div class="mktoOffset" style="width: 10px;"></div>
<div class="mktoFieldWrap"><label for="Email_Consent__c_16610265171440.7093195917036432" id="LblEmail_Consent__c_16610265171440.7093195917036432" class="mktoLabel mktoHasWidth" style="width: 400px;">
<div class="mktoAsterix">*</div>Yes, I would like to receive marketing communications regarding Appen and its affiliates and partners' products, services, and events. I can unsubscribe at any time.
</label>
<div class="mktoGutter mktoHasWidth" style="width: 10px;"></div>
<div class="mktoLogicalField mktoCheckboxList mktoHasWidth" style="width: 25px;"><input name="Email_Consent__c" id="Email_Consent__c_16610265171440.7093195917036432" type="checkbox" value="yes"
aria-labelledby="LblEmail_Consent__c InstructEmail_Consent__c" class="mktoField"><label for="Email_Consent__c_16610265171440.7093195917036432" id="LblEmail_Consent__c_16610265171440.7093195917036432"></label></div><span
id="InstructEmail_Consent__c_16610265171440.7093195917036432" tabindex="-1" class="mktoInstruction"></span>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoFormRow">
<div class="mktoFieldDescriptor mktoFormCol" style="margin-bottom: 10px;">
<div class="mktoOffset" style="width: 10px;"></div>
<div class="mktoFieldWrap mktoRequiredField"><label for="Personal_Data_Processing_Confirmation__c_16610265171440.7093195917036432" id="LblPersonal_Data_Processing_Confirmation__c_16610265171440.7093195917036432" class="mktoLabel mktoHasWidth"
style="width: 400px;">
<div class="mktoAsterix">*</div><span>By checking this box, you confirm that you agree to the processing of your personal data by Appen as described in
the </span><a href="https://appen.com/legal-policies/" target="_blank" id="">Privacy Statement</a><span>.</span>
</label>
<div class="mktoGutter mktoHasWidth" style="width: 10px;"></div>
<div class="mktoLogicalField mktoCheckboxList mktoHasWidth mktoRequired" style="width: 25px;"><input name="Personal_Data_Processing_Confirmation__c" id="Personal_Data_Processing_Confirmation__c_16610265171440.7093195917036432" type="checkbox"
value="yes" aria-required="true" aria-labelledby="LblPersonal_Data_Processing_Confirmation__c InstructPersonal_Data_Processing_Confirmation__c" class="mktoField"><label
for="Personal_Data_Processing_Confirmation__c_16610265171440.7093195917036432" id="LblPersonal_Data_Processing_Confirmation__c_16610265171440.7093195917036432"></label></div><span
id="InstructPersonal_Data_Processing_Confirmation__c_16610265171440.7093195917036432" tabindex="-1" class="mktoInstruction"></span>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoFormRow"><input type="hidden" name="utm_campaign__c" class="mktoField mktoFieldDescriptor mktoFormCol" value="" style="margin-bottom: 10px;">
<div class="mktoClear"></div>
</div>
<div class="mktoFormRow"><input type="hidden" name="utm_medium__c" class="mktoField mktoFieldDescriptor mktoFormCol" value="" style="margin-bottom: 10px;">
<div class="mktoClear"></div>
</div>
<div class="mktoFormRow"><input type="hidden" name="utm_source__c" class="mktoField mktoFieldDescriptor mktoFormCol" value="" style="margin-bottom: 10px;">
<div class="mktoClear"></div>
</div>
<div class="mktoButtonRow"><span class="mktoButtonWrap mktoInset" style="margin-left: 120px;"><button type="submit" class="mktoButton">Submit</button></span></div><input type="hidden" name="formid" class="mktoField mktoFieldDescriptor"
value="2498"><input type="hidden" name="munchkinId" class="mktoField mktoFieldDescriptor" value="416-ZBE-142">
</form><form class="mktoForm mktoHasWidth mktoLayoutLeft" data-formid="2533" data-forminstance="one" id="" novalidate="novalidate" style="font-family: Helvetica, Arial, sans-serif; font-size: 13px; color: rgb(51, 51, 51); width: 577px;">
<style type="text/css">
.mktoForm .mktoButtonWrap.mktoInset .mktoButton {
color: #000;
background: #fff;
border: 1px solid #aeb0b6;
padding: 0.4em 1em;
font-size: 1em;
box-shadow: 1px 1px 6px 1px #ccc;
background-color: #f5f5f5;
background-image: -webkit-gradient(linear, left top, left bottom, from(#f5f5f5), to(#dfdfdf));
background-image: -webkit-linear-gradient(top, #f5f5f5, #dfdfdf);
background-image: -moz-linear-gradient(top, #f5f5f5, #dfdfdf);
background-image: linear-gradient(to bottom, #f5f5f5, #dfdfdf);
}
.mktoForm .mktoButtonWrap.mktoInset .mktoButton:hover {
border: 1px solid #999;
}
.mktoForm .mktoButtonWrap.mktoInset .mktoButton:focus {
outline: none;
border: 1px solid #999;
}
.mktoForm .mktoButtonWrap.mktoInset .mktoButton:active {
box-shadow: inset 1px 1px 6px 1px #ccc;
background-color: #dfdfdf;
background-image: -webkit-gradient(linear, left top, left bottom, from(#dfdfdf), to(#f5f5f5));
background-image: -webkit-linear-gradient(top, #dfdfdf, #f5f5f5);
background-image: -moz-linear-gradient(top, #dfdfdf, #f5f5f5);
background-image: linear-gradient(to bottom, #dfdfdf, #f5f5f5);
}
</style>
<div class="mktoFormRow">
<div class="mktoFieldDescriptor mktoFormCol" style="margin-bottom: 10px;">
<div class="mktoOffset" style="width: 10px;"></div>
<div class="mktoFieldWrap mktoRequiredField"><label for="FirstName_16610265171420.638753558655144" id="LblFirstName_16610265171420.638753558655144" class="mktoLabel mktoHasWidth" style="width: 100px;">
<div class="mktoAsterix">*</div>First Name:
</label>
<div class="mktoGutter mktoHasWidth" style="width: 10px;"></div><input id="FirstName_16610265171420.638753558655144" name="FirstName" placeholder="First Name *" maxlength="255" aria-labelledby="LblFirstName InstructFirstName" type="text"
class="mktoField mktoTextField mktoHasWidth mktoRequired" aria-required="true" style="width: 150px;"><span id="InstructFirstName_16610265171420.638753558655144" tabindex="-1" class="mktoInstruction"></span>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoFormRow">
<div class="mktoFieldDescriptor mktoFormCol" style="margin-bottom: 10px;">
<div class="mktoOffset" style="width: 10px;"></div>
<div class="mktoFieldWrap mktoRequiredField"><label for="LastName_16610265171420.638753558655144" id="LblLastName_16610265171420.638753558655144" class="mktoLabel mktoHasWidth" style="width: 100px;">
<div class="mktoAsterix">*</div>Last Name:
</label>
<div class="mktoGutter mktoHasWidth" style="width: 10px;"></div><input id="LastName_16610265171420.638753558655144" name="LastName" placeholder="Last Name *" maxlength="255" aria-labelledby="LblLastName InstructLastName" type="text"
class="mktoField mktoTextField mktoHasWidth mktoRequired" aria-required="true" style="width: 150px;"><span id="InstructLastName_16610265171420.638753558655144" tabindex="-1" class="mktoInstruction"></span>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoFormRow">
<div class="mktoFieldDescriptor mktoFormCol" style="margin-bottom: 10px;">
<div class="mktoOffset" style="width: 10px;"></div>
<div class="mktoFieldWrap mktoRequiredField"><label for="Email_16610265171420.638753558655144" id="LblEmail_16610265171420.638753558655144" class="mktoLabel mktoHasWidth" style="width: 100px;">
<div class="mktoAsterix">*</div>Email Address:
</label>
<div class="mktoGutter mktoHasWidth" style="width: 10px;"></div><input id="Email_16610265171420.638753558655144" name="Email" placeholder="Email Address *" maxlength="255" aria-labelledby="LblEmail InstructEmail" type="email"
class="mktoField mktoEmailField mktoHasWidth mktoRequired" aria-required="true" style="width: 150px;"><span id="InstructEmail_16610265171420.638753558655144" tabindex="-1" class="mktoInstruction"></span>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoFormRow">
<div class="mktoFieldDescriptor mktoFormCol" style="margin-bottom: 10px;">
<div class="mktoOffset" style="width: 10px;"></div>
<div class="mktoFieldWrap"><label for="Phone_16610265171420.638753558655144" id="LblPhone_16610265171420.638753558655144" class="mktoLabel mktoHasWidth" style="width: 100px;">
<div class="mktoAsterix">*</div>Phone Number:
</label>
<div class="mktoGutter mktoHasWidth" style="width: 10px;"></div><input id="Phone_16610265171420.638753558655144" name="Phone" placeholder="Phone" maxlength="255" aria-labelledby="LblPhone InstructPhone" type="tel"
class="mktoField mktoTelField mktoHasWidth" style="width: 150px;"><span id="InstructPhone_16610265171420.638753558655144" tabindex="-1" class="mktoInstruction"></span>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoFormRow">
<div class="mktoFieldDescriptor mktoFormCol" style="margin-bottom: 10px;">
<div class="mktoOffset" style="width: 10px;"></div>
<div class="mktoFieldWrap mktoRequiredField"><label for="Company_16610265171420.638753558655144" id="LblCompany_16610265171420.638753558655144" class="mktoLabel mktoHasWidth" style="width: 100px;">
<div class="mktoAsterix">*</div>Company Name:
</label>
<div class="mktoGutter mktoHasWidth" style="width: 10px;"></div><input id="Company_16610265171420.638753558655144" name="Company" placeholder="Company Name *" maxlength="255" aria-labelledby="LblCompany InstructCompany" type="text"
class="mktoField mktoTextField mktoHasWidth mktoRequired" aria-required="true" style="width: 150px;"><span id="InstructCompany_16610265171420.638753558655144" tabindex="-1" class="mktoInstruction"></span>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoFormRow">
<div class="mktoFieldDescriptor mktoFormCol" style="margin-bottom: 10px;">
<div class="mktoOffset" style="width: 10px;"></div>
<div class="mktoFieldWrap"><label for="Title_16610265171420.638753558655144" id="LblTitle_16610265171420.638753558655144" class="mktoLabel mktoHasWidth" style="width: 100px;">
<div class="mktoAsterix">*</div>Job Title:
</label>
<div class="mktoGutter mktoHasWidth" style="width: 10px;"></div><input id="Title_16610265171420.638753558655144" name="Title" placeholder="Job Title" maxlength="255" aria-labelledby="LblTitle InstructTitle" type="text"
class="mktoField mktoTextField mktoHasWidth" style="width: 150px;"><span id="InstructTitle_16610265171420.638753558655144" tabindex="-1" class="mktoInstruction"></span>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoFormRow">
<div class="mktoFieldDescriptor mktoFormCol" style="margin-bottom: 10px;">
<div class="mktoOffset" style="width: 10px;"></div>
<div class="mktoFieldWrap mktoRequiredField"><label for="Web_Form_Notes__c_16610265171420.638753558655144" id="LblWeb_Form_Notes__c_16610265171420.638753558655144" class="mktoLabel mktoHasWidth" style="width: 100px;">
<div class="mktoAsterix">*</div>What are you inquiring about?
</label>
<div class="mktoGutter mktoHasWidth" style="width: 10px;"></div><textarea id="Web_Form_Notes__c_16610265171420.638753558655144" name="Web_Form_Notes__c" rows="2" aria-labelledby="LblWeb_Form_Notes__c InstructWeb_Form_Notes__c"
class="mktoField mktoHasWidth mktoRequired" maxlength="5000" aria-required="true" style="width: 280px;"></textarea><span id="InstructWeb_Form_Notes__c_16610265171420.638753558655144" tabindex="-1" class="mktoInstruction"></span>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoFormRow">
<div class="mktoFieldDescriptor mktoFormCol" style="margin-bottom: 10px;">
<div class="mktoOffset" style="width: 10px;"></div>
<div class="mktoFieldWrap"><label for="Email_Consent__c_16610265171420.638753558655144" id="LblEmail_Consent__c_16610265171420.638753558655144" class="mktoLabel mktoHasWidth" style="width: 400px;">
<div class="mktoAsterix">*</div><em>By checking this box, you agree to receive email communications from Appen</em>
</label>
<div class="mktoGutter mktoHasWidth" style="width: 10px;"></div>
<div class="mktoLogicalField mktoCheckboxList mktoHasWidth" style="width: 25px;"><input name="Email_Consent__c" id="Email_Consent__c_16610265171420.638753558655144" type="checkbox" value="yes"
aria-labelledby="LblEmail_Consent__c InstructEmail_Consent__c" class="mktoField"><label for="Email_Consent__c_16610265171420.638753558655144" id="LblEmail_Consent__c_16610265171420.638753558655144"></label></div><span
id="InstructEmail_Consent__c_16610265171420.638753558655144" tabindex="-1" class="mktoInstruction"></span>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoFormRow">
<div class="mktoFieldDescriptor mktoFormCol" style="margin-bottom: 10px;">
<div class="mktoOffset" style="width: 10px;"></div>
<div class="mktoFieldWrap mktoRequiredField"><label for="Personal_Data_Processing_Confirmation__c_16610265171420.638753558655144" id="LblPersonal_Data_Processing_Confirmation__c_16610265171420.638753558655144" class="mktoLabel mktoHasWidth"
style="width: 400px;">
<div class="mktoAsterix">*</div><span>By checking this box, you confirm that you agree to the processing of your personal data by Appen as described in
the</span><span><span> </span></span><a href="https://appen.com/privacy/" target="_blank">Privacy Statement</a><span>.</span>
</label>
<div class="mktoGutter mktoHasWidth" style="width: 10px;"></div>
<div class="mktoLogicalField mktoCheckboxList mktoHasWidth mktoRequired" style="width: 25px;"><input name="Personal_Data_Processing_Confirmation__c" id="Personal_Data_Processing_Confirmation__c_16610265171420.638753558655144" type="checkbox"
value="yes" aria-required="true" aria-labelledby="LblPersonal_Data_Processing_Confirmation__c InstructPersonal_Data_Processing_Confirmation__c" class="mktoField"><label
for="Personal_Data_Processing_Confirmation__c_16610265171420.638753558655144" id="LblPersonal_Data_Processing_Confirmation__c_16610265171420.638753558655144"></label></div><span
id="InstructPersonal_Data_Processing_Confirmation__c_16610265171420.638753558655144" tabindex="-1" class="mktoInstruction"></span>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoClear"></div>
</div>
<div class="mktoFormRow"><input type="hidden" name="utm_source__c" class="mktoField mktoFieldDescriptor mktoFormCol" value="" style="margin-bottom: 10px;">
<div class="mktoClear"></div>
</div>
<div class="mktoFormRow"><input type="hidden" name="utm_medium__c" class="mktoField mktoFieldDescriptor mktoFormCol" value="" style="margin-bottom: 10px;">
<div class="mktoClear"></div>
</div>
<div class="mktoFormRow"><input type="hidden" name="utm_campaign__c" class="mktoField mktoFieldDescriptor mktoFormCol" value="" style="margin-bottom: 10px;">
<div class="mktoClear"></div>
</div>
<div class="mktoButtonRow"><span class="mktoButtonWrap mktoInset" style="margin-left: 120px;"><button type="submit" class="mktoButton">Submit</button></span></div><input type="hidden" name="formid" class="mktoField mktoFieldDescriptor"
value="2533"><input type="hidden" name="munchkinId" class="mktoField mktoFieldDescriptor" value="416-ZBE-142">
</form>GET https://appen.com/
<form class="x-search e31980-10 mooc-c off-x-search-box" data-x-search="{"search":true}" action="https://appen.com/" method="get"><label class="visually-hidden" for="s-e31980-10">Search</label><input id="s-e31980-10" class="x-search-input"
type="search" name="s" value="" tabindex="0" placeholder="Search"><button class="x-search-btn x-search-btn-submit" type="button" data-x-search-submit="" tabindex="0"><span class="visually-hidden">Submit</span><svg
xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px" y="0px" viewBox="-1 -1 25 25">
<circle fill="none" stroke-width="2" stroke-linecap="square" stroke-miterlimit="10" cx="10" cy="10" r="9" stroke-linejoin="miter"></circle>
<line fill="none" stroke-width="2" stroke-linecap="square" stroke-miterlimit="10" x1="22" y1="22" x2="16.4" y2="16.4" stroke-linejoin="miter"></line>
</svg></button><button class="x-search-btn x-search-btn-clear" type="button" data-x-search-clear="" tabindex="0"><span class="visually-hidden">Clear</span><svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px"
y="0px" viewBox="-1 -1 25 25">
<line fill="none" stroke-width="3" stroke-linecap="square" stroke-miterlimit="10" x1="19" y1="5" x2="5" y2="19" stroke-linejoin="miter"></line>
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WHAT IS HUMAN-IN-THE-LOOP MACHINE LEARNING?
Why you should utilize Human-in-the-Loop Machine Learning, how it works, and how
we can help make it work.
01/15/2019
Human-in-the-loop (HITL) is a branch of artificial intelligence that leverages
both human and machine intelligence to create machine learning models. In a
traditional human-in-the-loop approach, people are involved in a virtuous circle
where they train, tune, and test a particular algorithm. Generally, it works
like this: First, humans label data. This gives a model high quality (and high
quantities of) training data. A machine learning algorithm learns to make
decisions from this data. Next, humans tune the model. This can happen in
several different ways, but commonly, humans will score data to account for
overfitting, to teach a classifier about edge cases, or new categories in the
model’s purview. Lastly, people can test and validate a model by scoring its
outputs, especially in places where an algorithm is unconfident about a judgment
or overly confident about an incorrect decision. Now, it’s important to note
that each of these actions comprises a continuous feedback loop.
Human-in-the-loop machine learning means taking each of these training, tuning,
and testing tasks and feeding them back into the algorithm so it gets smarter,
more confident, and more accurate. This can be especially effective when the
model selects what it needs to learn next–known as active learning–and you send
that data to human annotators for training. Human-in-the-loop is an approach
that we at Appen have championed for years. We’ve seen it help improve models of
every stripe, whether they’re text classifiers, computer vision algorithms, or
search and information retrieval models. We can create vast quantities of highly
accurate training data for your unique use case, then tune your model with human
insight, and test it to make sure its decisions are accurate and actionable. If
you’d like to learn more, please don’t hesitate to reach out.
HUMAN-IN-THE-LOOP FAQS
How do you combine people and machines to create AI?
* The human-in-the-loop approach combines the best of human intelligence with
the best of machine intelligence. Machines are great at making smart
decisions from vast datasets, whereas people are much better at making
decisions with less information.For example, people are great at looking at a
complex image and picking out discrete entities: “this is a lamppost” or
“that’s a cat, but you can only see its tail.” This is the exact sort of
information a machine needs to understand what a lamppost or a cat looks
like. In fact, a machine needs to see a lot of different lampposts and cats
from different angles, partially occluded, in different colors, etc.–to
understand what one looks like. A robust dataset of these labeled images
(i.e. human intelligence) teaches a machine to see those items (i.e. machine
intelligence). And at some point, with enough data and enough tuning, those
machine algorithms can see and understand images quickly and incredibly
accurate without the need for people to constantly tell it what exactly a cat
(or a lamppost) looks like.
When should you use human-in-the-loop machine learning?
* For training: As we discussed above, humans can be used to provide labeled
data for model training. This is probably the most common place you’ll see
data scientists use a HitL approach.
* For tuning or testing: Humans can also help tune a model for higher accuracy.
Say your model is unconfident about a certain set of decisions, like if a
certain image is in fact a cat. Human annotators can score those decisions,
effectively telling the model, “yes, this is a cat” or “nope, it’s a
lamppost,” thus tuning it so it’s more accurate in the future.
What’s the difference between human-in-the-loop and active learning?
* Active learning generally refers to the humans handling low confidence units
and feeding those back into the model. Human-in-the-loop is broader,
encompassing active learning approaches as well as the creation of data sets
through human labeling. Additionally, HitL can sometimes (though rarely)
refer to people simply validating (or invalidating) an output without feeding
those judgments back to the model.
Who uses human-in-the loop machine learning?
* HitL can and is used for manifold AI projects. This includes NLP, computer
vision, sentiment analysis, transcription, and a vast amount of other use
cases. Any deep learning AI can benefit from some human intelligence inserted
into the loop at some point.
FIND OUT HOW RELIABLE TRAINING DATA CAN GIVE YOU THE CONFIDENCE TO DEPLOY AI.
Contact us to speak with an expert.
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MEET THE EXECUTIVE: MIKE FRAME
Career Background From a young age, Mike was destined to have a career in sales.
He started his first business at the age of 10 by creating a lawn mowing company
where he lived. On Mike’s first day, he attracted 6 customers, and kept mowing
their lawns until he left for college, at which point he passed ownership on to
…
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THE 2022 STATE OF AI AND MACHINE LEARNING REPORT: WHAT YOU NEED TO KNOW
Our eighth annual edition of The State of AI and Machine Learning Report is
here. In this report we continue our evaluation of an industry in constant flux.
Our goal is to share the current AI trends and focus of companies, as well as
challenges they are experiencing. While the impact of COVID is slowly lessening,
it’s still driving an acceleration …
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FUTURE WAYS OF WORKING: HOW EMPLOYEE VOICES CREATE COMPANYWIDE CHANGE
As a AI technology company, we’re constantly adapting to keep up with the latest
demands and be on the cutting edge of new innovations in our industry. We would
be remiss not to do the same when it comes to how we manage the way we work.
With employees returning to office post-pandemic, we observed many in the
broader workforce …
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