News Domain

This paper1 presents our approach to the problem of single sentence summarisation. We investigate the use of Singular Value Decomposition (SVD) to guide the generation of a summary towards the …...

In this paper, we present a novel morphol- ogy preprocessing technique for Arabic- English translation. We exploit the Arabic morphology-English alignment to learn a model removing nonaligned Arabic mor- phemes. …...

In this paper, we present a method to em- ploy target-side syntactic contextual infor- mation in a Hierarchical Phrase-Based sys- tem. Our method uses Combinatory Cate- gorial Grammar (CCG) to …...

AbstractEven though sentence-centric metrics are used widely in machine translation evaluation, document-level performance is at least equally important for professional usage. In this paper, we bring attention to detailed document-level …...

AbstractThe paradigm of pre-training followed by finetuning has become a standard procedure for NLP tasks, with a known problem of domain shift between the pre-training and downstream corpus. Previous works …...

AbstractInformation overload has been one of the challenges regarding information from the Internet. It is not a matter of information access, instead, the focus had shifted towards the quality of …...