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20142024
most citedBeyond Bilinear: Generalized Multimodal Factorized High-order Pooling for Visual Question Answering

560 citations · 1.1k across the 56 of their papers we have counts for

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Showing 2018 · cs.CLShow all

6 papers · 2 filters

cs.CL2018★ 10 cited

Incorporating Structured Commonsense Knowledge in Story Completion

Jiaao Chen, Jianshu Chen, Zhou Yu

The ability to select an appropriate story ending is the first step towards perfect narrative comprehension. Story ending prediction requires not only the explicit clues within the…

cs.CL2018★ 29 cited

Structured Content Preservation for Unsupervised Text Style Transfer

Youzhi Tian, Zhiting Hu, Zhou Yu

Text style transfer aims to modify the style of a sentence while keeping its content unchanged. Recent style transfer systems often fail to faithfully preserve the content after ch…

cs.CL2018

A Visual Attention Grounding Neural Model for Multimodal Machine Translation

Mingyang Zhou, Runxiang Cheng, Yong Jae Lee +1

We introduce a novel multimodal machine translation model that utilizes parallel visual and textual information. Our model jointly optimizes the learning of a shared visual-languag…

cs.CL2018★ 3 cited

Cross-Lingual Cross-Platform Rumor Verification Pivoting on Multimedia Content

Weiming Wen, Songwen Su, Zhou Yu

With the increasing popularity of smart devices, rumors with multimedia content become more and more common on social networks. The multimedia information usually makes rumors look…

cs.CL2018★ 14 cited

Multimodal Hierarchical Reinforcement Learning Policy for Task-Oriented Visual Dialog

Jiaping Zhang, Tiancheng Zhao, Zhou Yu

Creating an intelligent conversational system that understands vision and language is one of the ultimate goals in Artificial Intelligence (AI)~\cite{winograd1972understanding}. Ex…

cs.CL2018★ 11 cited

Sentiment Adaptive End-to-End Dialog Systems

Weiyan Shi, Zhou Yu

End-to-end learning framework is useful for building dialog systems for its simplicity in training and efficiency in model updating. However, current end-to-end approaches only con…