SMT System | The translation task is on the official NIST Chinese-to-English evaluation data. |
SMT System | Table 2 shows the corpora that we use for the translation task . |
SMT System | Table 2: Training corpora for the translation task . |
Abstract | We describe our experiments with training algorithms for tree-to-tree synchronous tree-substitution grammar (STSG) for monolingual translation tasks such as sentence compression and paraphrasing. |
Abstract | These translation tasks are characterized by the relative ability to commit to parallel parse trees and availability of word alignments, yet the unavailability of large-scale data, calling for a Bayesian tree-to-tree formalism. |
Conclusion | Overall, we take these results as being encouraging for STSG induction via Bayesian nonparametrics for monolingual translation tasks . |