Жұмсақ шектеулер

Long-distance reordering remains one of the biggest challenges facing machine translation. We derive soft constraints from the source de- pendency parsing to directly address the re- ordering problem for the …...

This paper introduces IQPs (Integer Quadratic Programs) as a way to model joint inference for the task of concept recognition in clinical domain. IQPs make it possible to easily in- …...

We propose a simple and effective ap- proach to learn translation spans for the hierarchical phrase-based translation model. Our model evaluates if a source span should be covered by translation …...

Accurately segmenting a citation string into fields for authors, titles, etc. is a chal- lenging task because the output typically obeys various global constraints. Previous work has shown that modeling …...

AbstractA recent state-of-the-art neural open information extraction (OpenIE) system generates extractions iteratively, requiring repeated encoding of partial outputs. This comes at a significant computational cost. On the other hand,sequence labeling …...

AbstractVisual dialog is a vision-language task where an agent needs to answer a series of questions grounded in an image based on the understanding of the dialog history and the …...