Computer Science - Computation and Language

Referring Expressions with Rational Speech Act Framework: A Probabilistic Approach
This paper focuses on a referring expression generation (REG) task in which the aim is to pick out an object in a complex visual scene. …
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Revisiting the Prepositional-Phrase Attachment Problem Using Explicit Commonsense Knowledge
We revisit the challenging problem of resolving prepositional-phrase (PP) attachment ambiguity. To date, proposed solutions are either …
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RetroGAN: A Cyclic Post-Specialization System for Improving Out-of-Knowledge and Rare Word Representations
Retrofitting is a technique used to move word vectors closer together or further apart in their space to reflect their relationships in …
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Tree-Transformer: A Transformer-Based Method for Correction of Tree-Structured Data
Many common sequential data sources, such as source code and natural language, have a natural tree-structured representation. These …
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