26 citations · 26 across the 1 of their papers we have counts for
5 papers
Visually Grounded Compound PCFGs
Yanpeng Zhao, Ivan Titov
Exploiting visual groundings for language understanding has recently been drawing much attention. In this work, we study visually grounded grammar induction and learn a constituenc…
Unsupervised Transfer of Semantic Role Models from Verbal to Nominal Domain
Yanpeng Zhao, Ivan Titov
Semantic role labeling (SRL) is an NLP task involving the assignment of predicate arguments to types, called semantic roles. Though research on SRL has primarily focused on verbal…
Language Style Transfer from Sentences with Arbitrary Unknown Styles
Yanpeng Zhao, Wei Bi, Deng Cai +3
Language style transfer is the problem of migrating the content of a source sentence to a target style. In many of its applications, parallel training data are not available and so…
Gaussian Mixture Latent Vector Grammars
Yanpeng Zhao, Liwen Zhang, Kewei Tu
We introduce Latent Vector Grammars (LVeGs), a new framework that extends latent variable grammars such that each nonterminal symbol is associated with a continuous vector space re…
Structured Attentions for Visual Question Answering
Chen Zhu, Yanpeng Zhao, Shuaiyi Huang +2
Visual attention, which assigns weights to image regions according to their relevance to a question, is considered as an indispensable part by most Visual Question Answering models…