Systems and methods for incentivizing user feedback for translation processing
Systems and methods of various embodiments may enable or refine translation of text between a first language and a second language. In particular, systems and methods may enable or refine a text translation by soliciting and/or receiving feedback for: translation of a first word or phrase from a first language to a second language; transformation of the first word or phrase (in the first language) to a second word or phrase in the first language; or transformation of the first word or phrase (in the first language) to a second word or phrase in the second language. The systems and methods of various embodiments may incentivize user feedback for failed translations in order to encourage user feedback, improve the quality of user feedback received, and to permit development of translation corpora that can evolve with time.
1. A method, comprising:
selecting a plurality of computing devices from which to solicit assistance in translating a word or phrase of a message that was incorrectly translated from a first language to a second language,
wherein each computing device is selected based on a language setting associated with the computing device;
sending, to the plurality of computing devices, a request for the assistance in translating the word or phrase,
receiving, from one or more of the plurality of computing devices, a respective response to the request;
determining that one or more of the responses are approved;
crediting a respective account associated with the computing devices from which the approved responses were received based on a complexity of the word or phrase or an importance of the word or phrase; and
generating a machine translation of a second message comprising the word or phrase using the approved responses.
2. The method of claim 1 , wherein the word or phrase comprises chatspeak in the first language.
3. The method of claim 1 , wherein the responses comprise chatspeak in the second language.
4. The method of claim 1 , wherein each of the plurality of computing devices has been selected less than a predetermined number of times within a time period.
5. The method of claim 1 , wherein determining that the one or more of the responses are approved comprises:
determining that the one or more of the responses are not fraudulent.
6. The method of claim 1 , wherein determining that the one or more of the responses are approved comprises:
determining that the one or more of the responses are accurate translations of the word or phrase.
7. The method of claim 1 , wherein determining that the one or more of the responses are approved comprises:
determining that a particular response matches another response received.
8. The method of claim 1 , comprising:
updating at least one of a transformation module or a translation module according to the approved responses.
9. The method of claim 1 , comprising:
storing a transformation or translation of the word or phrase based on the approved responses.
10. The method of claim 1 , comprising:
providing the machine translation of the second message in a chat system.
11. A system, comprising:
one or more computer processors programmed to perform operations to:
select a plurality of computing devices from which to solicit assistance in translating a word or phrase of a message that was incorrectly translated from a first language to a second language,
wherein each computing device is selected based on a language setting associated with the computing device;
send, to the plurality of computing devices, a request for the assistance in translating the word or phrase,
receive, from one or more of the plurality of computing devices, a respective response to the request;
determine that one or more of the responses are approved;
credit a respective account associated with the computing devices from which the approved responses were received based on a complexity of the word or phrase or an importance of the word or phrase; and
generate a machine translation of a second message comprising the word or phrase using the approved responses.
12. The system of claim 11 , wherein the word or phrase comprises chatspeak in the first language.
13. The system of claim 11 , wherein the responses comprise chatspeak in the second language.
14. The system of claim 11 , wherein each of the plurality of computing devices has been selected less than a predetermined number of times within a time period.
15. The system of claim 11 , wherein to determine that the one or more of the responses are approved the one or more computer processors are further to:
determine that the one or more of the responses are not fraudulent.
16. The system of claim 11 , wherein to determine that the one or more of the responses are approved the one or more computer processors are further to:
determine that the one or more of the responses are accurate translations of the word or phrase.
17. The system of claim 11 , wherein to determine that the one or more of the responses are approved the one or more computer processors are further to:
determine that a particular response matches another response received.
18. The system of claim 11 , wherein the operations are further to:
update at least one of a transformation module or a translation module according to the approved responses.
19. The system of claim 11 , wherein the operations are further to:
store a transformation or translation of the word or phrase based on the approved responses.
20. A non-transitory computer-readable medium having instructions stored thereon that, when executed by one or more computer processors, cause the one or more computer processors to:
select a plurality of computing devices from which to solicit assistance in translating a word or phrase of a message that was incorrectly translated from a first language to a second language,
wherein each computing device is selected based on a language setting associated with the computing device;
send, to the plurality of computing devices, a request for the assistance in translating the word or phrase,
receive, from one or more of the plurality of computing devices, a respective response to the request;
determine that one or more of the responses are approved;
credit a respective account associated with the computing devices from which the approved responses were received based on a complexity of the word or phrase or an importance of the word or phrase; and
generate a machine translation of a second message comprising the word or phrase using the approved responses.