Word Alignment
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Benchmarks
Most implemented
Word Translation Without Parallel Data
Addressing the Rare Word Problem in Neural Machine Translation
PortaSpeech: Portable and High-Quality Generative Text-to-Speech
Sparse Attention with Linear Units
Word Alignment by Fine-tuning Embeddings on Parallel Corpora
End-to-End Slot Alignment and Recognition for Cross-Lingual NLU
Papers
Scaling Unsupervised Word Alignment to Documents via Structural Constraints
Word alignment has traditionally been studied between sentences, but many cross-lingual tasks increasingly require correspondences across full documents. While recent multilingual embedding models can encode long inputs,…
Word AlignmentOmniAlign: A Unified Multilingual Aligner for Word and Sentence Alignment
Cross-lingual sequence alignment is fundamental for building and exploiting parallel corpora, spanning mappings from documents and sentences down to words and subwords. Existing tools, however, typically specialize in a …
Long-Context UnderstandingSelf-Supervised LearningWord AlignmentText Style Transfer with Machine Translation for Graphic Designs
Globalization of graphic designs such as those used in marketing materials and magazines is increasingly important for communication to broad audiences. To accomplish this, the textual content in the graphic designs need…
Text Style TransferMachine TranslationWord AlignmentWord Alignment-Based Evaluation of Uniform Meaning Representations
Comparison and evaluation of graph-based representations of sentence meaning is a challenge because competing representations of the same sentence may have different number of nodes, and it is not obvious which nodes sho…
Word AlignmentMending the Holes: Mitigating Reward Hacking in Reinforcement Learning for Multilingual Translation
Large Language Models (LLMs) have demonstrated remarkable capability in machine translation on high-resource language pairs, yet their performance on low-resource translation still lags behind. Existing post-training met…
Reinforcement LearningMachine TranslationWord AlignmentEPIC-EuroParl-UdS: Information-Theoretic Perspectives on Translation and Interpreting
This paper introduces an updated and combined version of the bidirectional English-German EPIC-UdS (spoken) and EuroParl-UdS (written) corpora containing original European Parliament speeches as well as their translation…
Machine TranslationWord Alignment