×

Language translation apparatus and method using context-based translation models

  • US 5,510,981 A
  • Filed: 10/28/1993
  • Issued: 04/23/1996
  • Est. Priority Date: 10/28/1993
  • Status: Expired due to Fees
First Claim
Patent Images

1. An apparatus for translating a series of source words in a first language to a series of target words in a second language different from the first language, said apparatus comprising:

  • means for inputting said series of source words;

    means for generating at least two target hypotheses, each target hypothesis comprising said series of target words selected from a vocabulary of words in the second language, each target word having a context comprising at least one other word in the target hypothesis;

    means for generating, for each target hypothesis, a language model match score comprising an estimate of the probability of occurrence of the series of words in the target hypothesis;

    means for identifying at least one alignment between the input series of source words and each target hypothesis, the alignment connecting each source word with at least one target word in the target hypothesis;

    means for generating, for each source word and each target hypothesis, a word match score comprising an estimate of the conditional probability of occurrence of the source word, given the target word in the target hypothesis which is connected to the source word and given the context of the target word in the target hypothesis which is connected to the source word;

    means for generating, for each target hypothesis, a translation match score comprising a combination of the word match scores for the target hypothesis and the source words in the input series of source words;

    means for generating a target hypothesis match score for each target hypothesis, each target hypothesis match score comprising a combination of the language model match score for the target hypothesis and the translation match score for the target hypothesis; and

    means for outputting the target hypothesis having the best target hypothesis match score.

View all claims
  • 1 Assignment
Timeline View
Assignment View
    ×
    ×