Customizable and low-latency interactive computer-aided translation
View Patent ↗Computer-aided translation systems include a processor configured to generate a suggestion pool of possible translations for each sentence in a document that has one or more sentences to be translated; a translation module configured to provide a best suggestion from the suggestion pool to a user for a sentence being translated and to provide an updated best suggestion from the updated suggestion pool to the user for the sentence being translated after the receipt of a user's translation prefix input; and a pool update module configured to update the suggestion pool based on the user's input of a translation prefix.
1. A computer-aided translation system, comprising:
a processor configured to generate a suggestion pool of possible translations for each sentence in a document that comprises one or more sentences to be translated;
a translation module configured to provide a best suggestion from the suggestion pool to a user for a sentence being translated and to provide an updated best suggestion from the updated suggestion pool to the user for the sentence being translated after the receipt of a user's translation prefix input; and
a pool update module configured to update the suggestion pool based on the user's input of a translation prefix.
2. The system of claim 1 , wherein the processor is further configured to use general and customized translation modles to generate the suggestion pool.
3. The system of claim 2 , wherein the customized model is built using in-domain data for a domain of the document.
4. The system of claim 2 , further a model update module configured to update customized translation model based on a completed sentence translation.
5. The system of claim 1 , wherein the suggestion pool is a word lattice that includes a proper subset of possible translations having a likelihood above a threshold.
6. The system of claim 1 , wherein the pool update module is further configured to removing suggestions that do not match the translation prefix.
7. The system of claim 1 , further comprising:
a server, wherein the server comprises said processor and a communication module configured to transmit the suggestion pool; and
a client device, wherein the client device comprises said translation module, said pool update module, and a communication module configured to receive the suggestion pool and to transmit a request for additional possible translations based on the translation prefix if the prefix deviates from possible translations in the suggestion pool.
8. The system of claim 1 , wherein the translation prefix comprises translation information entered manually by the user.
9. The system of claim 8 , wherein the translation prefix comprises an accepted portion of the best suggestion.
10. The system of claim 1 , wherein the suggestion pool of possible translations for each sentence comprises a pruned translation lattice for each sentence that compactly represents a set of possible phrase translations of a sentence being translated.
11. The system of claim 10 , wherein the pool update module is further configured to add new likely translations and pruning translations that are not viable.
12. A non-transitory computer readable storage medium comprising a computer readable program for computer-aided translation, wherein the computer readable program when executed on a computer causes the computer to perform the steps of:
receiving a document comprising one or more sentences to be translated;
generating a suggestion pool of possible translations for each sentence in the document using a processor;
providing a best suggestion from the suggestion pool to a user for a sentence being translated;
updating the suggestion pool based on the user's input of a translation prefix; and
providing an updated best suggestion from the updated suggestion pool to the user for the sentence being translated.