AWhat changed
Built an open phrase-based translation toolkit with configurable linguistic factors, confusion-network decoding and memory-conscious phrase-table access, alongside training, tuning and evaluation workflows.
Scientific scope
Built an open phrase-based translation toolkit with configurable linguistic factors, confusion-network decoding and memory-conscious phrase-table access, alongside training, tuning and evaluation workflows. Inherits phrase-based translation, external alignment/language-model tools and earlier confusion-network methods. The contribution is the documented toolkit and extensions, not all translation algorithms or later Moses features.
Evidence
The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. Inherits phrase-based translation, external alignment/language-model tools and earlier confusion-network methods. The contribution is the documented toolkit and extensions, not all translation algorithms or later Moses features.
Contributors
- Source-listed authors and technical contributors · SCIENCE: Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.
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