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ACL
2015
10 years 3 days ago
Recurrent Neural Network based Rule Sequence Model for Statistical Machine Translation
The inability to model long-distance dependency has been handicapping SMT for years. Specifically, the context independence assumption makes it hard to capture the dependency bet...
Heng Yu, Xuan Zhu
ACL
2015
10 years 3 days ago
Vector-space calculation of semantic surprisal for predicting word pronunciation duration
In order to build psycholinguistic models of processing difficulty and evaluate these models against human data, we need highly accurate language models. Here we specifically co...
Asad B. Sayeed, Stefan Fischer, Vera Demberg
ACL
2015
10 years 3 days ago
Improving Pivot Translation by Remembering the Pivot
Pivot translation allows for translation of language pairs with little or no parallel data by introducing a third language for which data exists. In particular, the triangulation ...
Akiva Miura, Graham Neubig, Sakriani Sakti, Tomoki...
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ACL
2015
10 years 3 days ago
Semantic Representations for Domain Adaptation: A Case Study on the Tree Kernel-based Method for Relation Extraction
We study the application of word embeddings to generate semantic representations for the domain adaptation problem of relation extraction (RE) in the tree kernelbased method. We s...
Thien Huu Nguyen, Barbara Plank, Ralph Grishman