Jie Zhou

Low-rank Tensor Bandits

In recent years, multi-dimensional online decision making has been playi...
07/31/2020 ∙ by Botao Hao, et al. ∙ 4 ∙ share

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ECNU-SenseMaker at SemEval-2020 Task 4: Leveraging Heterogeneous Knowledge Resources for Commonsense Validation and Explanation

This paper describes our system for SemEval-2020 Task 4: Commonsense Val...
07/28/2020 ∙ by Qian Zhao, et al. ∙ 0 ∙ share

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A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine Translation

Multi-modal neural machine translation (NMT) aims to translate source se...
07/17/2020 ∙ by Yongjing Yin, et al. ∙ 0 ∙ share

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Dual Past and Future for Neural Machine Translation

Though remarkable successes have been achieved by Neural Machine Transla...
07/15/2020 ∙ by Jianhao Yan, et al. ∙ 0 ∙ share

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Graph-Based Social Relation Reasoning

Human beings are fundamentally sociable – that we generally organize our...
07/15/2020 ∙ by Wanhua Li, et al. ∙ 0 ∙ share

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Adaptive Graph Encoder for Attributed Graph Embedding

Attributed graph embedding, which learns vector representations from gra...
07/03/2020 ∙ by Ganqu Cui, et al. ∙ 0 ∙ share

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Uncertainty-aware Score Distribution Learning for Action Quality Assessment

Assessing action quality from videos has attracted growing attention in ...
06/13/2020 ∙ by Yansong Tang, et al. ∙ 0 ∙ share

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Learning to Recover from Multi-Modality Errors for Non-Autoregressive Neural Machine Translation

Non-autoregressive neural machine translation (NAT) predicts the entire ...
06/09/2020 ∙ by Qiu Ran, et al. ∙ 0 ∙ share

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Semantics-Driven Unsupervised Learning for Monocular Depth and Ego-Motion Estimation

We propose a semantics-driven unsupervised learning approach for monocul...
06/08/2020 ∙ by Xiaobin Wei, et al. ∙ 0 ∙ share

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A Contextual Hierarchical Attention Network with Adaptive Objective for Dialogue State Tracking

Recent studies in dialogue state tracking (DST) leverage historical info...
06/02/2020 ∙ by Yong Shan, et al. ∙ 0 ∙ share

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Latent Fingerprint Registration via Matching Densely Sampled Points

Latent fingerprint matching is a very important but unsolved problem. As...
05/12/2020 ∙ by Shan Gu, et al. ∙ 1 ∙ share

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Diversifying Dialogue Generation with Non-Conversational Text

Neural network-based sequence-to-sequence (seq2seq) models strongly suff...
05/09/2020 ∙ by Hui Su, et al. ∙ 0 ∙ share

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Neural Data-to-Text Generation via Jointly Learning the Segmentation and Correspondence

The neural attention model has achieved great success in data-to-text ge...
05/03/2020 ∙ by Xiaoyu Shen, et al. ∙ 0 ∙ share

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KACC: A Multi-task Benchmark for Knowledge Abstraction, Concretization and Completion

Knowledge graphs (KGs) contains an instance-level entity graph and an on...
04/28/2020 ∙ by Jie Zhou, et al. ∙ 0 ∙ share

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MAVEN: A Massive General Domain Event Detection Dataset

Event detection (ED), which identifies event trigger words and classifie...
04/28/2020 ∙ by Xiaozhi Wang, et al. ∙ 0 ∙ share

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Explicitly Modeling Adaptive Depths for Transformer

The vanilla Transformer conducts a fixed number of computations over all...
04/27/2020 ∙ by Yijin Liu, et al. ∙ 0 ∙ share

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Towards Multimodal Response Generation with Exemplar Augmentation and Curriculum Optimization

Recently, variational auto-encoder (VAE) based approaches have made impr...
04/26/2020 ∙ by Zeyang Lei, et al. ∙ 0 ∙ share

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Graph-based Kinship Reasoning Network

In this paper, we propose a graph-based kinship reasoning (GKR) network ...
04/22/2020 ∙ by Wanhua Li, et al. ∙ 0 ∙ share

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Learning to Encode Evolutionary Knowledge for Automatic Commenting Long Novels

Static knowledge graph has been incorporated extensively into sequence-t...
04/21/2020 ∙ by Canxiang Yan, et al. ∙ 0 ∙ share

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Dense Registration and Mosaicking of Fingerprints by Training an End-to-End Network

Dense registration of fingerprints is a challenging task due to elastic ...
04/13/2020 ∙ by Zhe Cui, et al. ∙ 6 ∙ share

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More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation Extraction

Relational facts are an important component of human knowledge, which ar...
04/07/2020 ∙ by Xu Han, et al. ∙ 0 ∙ share

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A Dependency Syntactic Knowledge Augmented Interactive Architecture for End-to-End Aspect-based Sentiment Analysis

The aspect-based sentiment analysis (ABSA) task remains to be a long-sta...
04/04/2020 ∙ by Yunlong Liang, et al. ∙ 0 ∙ share

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An Iterative Knowledge Transfer Network with Routing for Aspect-based Sentiment Analysis

Aspect-based sentiment analysis (ABSA) mainly involves three subtasks: a...
04/04/2020 ∙ by Yunlong Liang, et al. ∙ 0 ∙ share

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Structure-Preserving Super Resolution with Gradient Guidance

Structures matter in single image super resolution (SISR). Recent studie...
03/29/2020 ∙ by Cheng Ma, et al. ∙ 0 ∙ share

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Deep Face Super-Resolution with Iterative Collaboration between Attentive Recovery and Landmark Estimation

Recent works based on deep learning and facial priors have succeeded in ...
03/29/2020 ∙ by Cheng Ma, et al. ∙ 21 ∙ share

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Global-Local Bidirectional Reasoning for Unsupervised Representation Learning of 3D Point Clouds

Local and global patterns of an object are closely related. Although eac...
03/29/2020 ∙ by Yongming Rao, et al. ∙ 0 ∙ share

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Comprehensive Instructional Video Analysis: The COIN Dataset and Performance Evaluation

Thanks to the substantial and explosively inscreased instructional video...
03/20/2020 ∙ by Yansong Tang, et al. ∙ 0 ∙ share

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BiDet: An Efficient Binarized Object Detector

In this paper, we propose a binarized neural network learning method cal...
03/09/2020 ∙ by Ziwei Wang, et al. ∙ 0 ∙ share

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Depth-Adaptive Graph Recurrent Network for Text Classification

The Sentence-State LSTM (S-LSTM) is a powerful and high efficient graph ...
02/29/2020 ∙ by Yijin Liu, et al. ∙ 0 ∙ share

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Partially Observed Dynamic Tensor Response Regression

In modern data science, dynamic tensor data is prevailing in numerous ap...
02/22/2020 ∙ by Jie Zhou, et al. ∙ 0 ∙ share

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Bridging Text and Video: A Universal Multimodal Transformer for Video-Audio Scene-Aware Dialog

Audio-Visual Scene-Aware Dialog (AVSD) is a task to generate responses w...
02/01/2020 ∙ by Zekang Li, et al. ∙ 0 ∙ share

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SceneEncoder: Scene-Aware Semantic Segmentation of Point Clouds with A Learnable Scene Descriptor

Besides local features, global information plays an essential role in se...
01/24/2020 ∙ by Jiachen Xu, et al. ∙ 0 ∙ share

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P^2GNet: Pose-Guided Point Cloud Generating Networks for 6-DoF Object Pose Estimation

Humans are able to perform fast and accurate object pose estimation even...
12/19/2019 ∙ by Peiyu Yu, et al. ∙ 0 ∙ share

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DMRM: A Dual-channel Multi-hop Reasoning Model for Visual Dialog

Visual Dialog is a vision-language task that requires an AI agent to eng...
12/18/2019 ∙ by Feilong Chen, et al. ∙ 0 ∙ share

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Document Sub-structure in Neural Machine Translation

Current approaches to machine translation (MT) either translate sentence...
12/13/2019 ∙ by Radina Dobreva, et al. ∙ 0 ∙ share

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Minimizing the Bag-of-Ngrams Difference for Non-Autoregressive Neural Machine Translation

Non-Autoregressive Neural Machine Translation (NAT) achieves significant...
11/21/2019 ∙ by Chenze Shao, et al. ∙ 0 ∙ share

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Multi-Zone Unit for Recurrent Neural Networks

Recurrent neural networks (RNNs) have been widely used to deal with sequ...
11/17/2019 ∙ by Fandong Meng, et al. ∙ 0 ∙ share

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Improving Node Classification by Co-training Node Pair Classification: A Novel Training Framework for General Graph Neural Networks

Semi-supervised learning is a widely used training framework for graph n...
11/10/2019 ∙ by Deli Chen, et al. ∙ 0 ∙ share

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Hypothesis testing for populations of networks

It has become an increasingly common practice for scientists in modern s...
11/09/2019 ∙ by Li Chen, et al. ∙ 0 ∙ share

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Guiding Non-Autoregressive Neural Machine Translation Decoding with Reordering Information

Non-autoregressive neural machine translation (NAT) generates each targe...
11/06/2019 ∙ by Qiu Ran, et al. ∙ 0 ∙ share

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Silhouette: Efficient Intra-Address Space Isolation for Protected Shadow Stacks on Embedded Systems

Embedded systems are increasingly deployed in devices that can have phys...
10/27/2019 ∙ by Jie Zhou, et al. ∙ 0 ∙ share

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Semantic Graph Convolutional Network for Implicit Discourse Relation Classification

Implicit discourse relation classification is of great importance for di...
10/21/2019 ∙ by Yingxue Zhang, et al. ∙ 0 ∙ share

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FewRel 2.0: Towards More Challenging Few-Shot Relation Classification

We present FewRel 2.0, a more challenging task to investigate two aspect...
10/16/2019 ∙ by Tianyu Gao, et al. ∙ 0 ∙ share

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NumNet: Machine Reading Comprehension with Numerical Reasoning

Numerical reasoning, such as addition, subtraction, sorting and counting...
10/15/2019 ∙ by Qiu Ran, et al. ∙ 0 ∙ share

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CM-Net: A Novel Collaborative Memory Network for Spoken Language Understanding

Spoken Language Understanding (SLU) mainly involves two tasks, intent de...
09/16/2019 ∙ by Yijin Liu, et al. ∙ 0 ∙ share

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Unsupervised Paraphrasing by Simulated Annealing

Unsupervised paraphrase generation is a promising and important research...
09/09/2019 ∙ by Xianggen Liu, et al. ∙ 0 ∙ share

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Measuring and Relieving the Over-smoothing Problem for Graph Neural Networks from the Topological View

Graph Neural Networks (GNNs) have achieved promising performance on a wi...
09/07/2019 ∙ by Deli Chen, et al. ∙ 17 ∙ share

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Enhancing Context Modeling with a Query-Guided Capsule Network for Document-level Translation

Context modeling is essential to generate coherent and consistent transl...
09/02/2019 ∙ by Zhengxin Yang, et al. ∙ 0 ∙ share

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A Novel Aspect-Guided Deep Transition Model for Aspect Based Sentiment Analysis

Aspect based sentiment analysis (ABSA) aims to identify the sentiment po...
09/01/2019 ∙ by Yunlong Liang, et al. ∙ 0 ∙ share

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Key Fact as Pivot: A Two-Stage Model for Low Resource Table-to-Text Generation

Table-to-text generation aims to translate the structured data into the ...
08/08/2019 ∙ by Shuming Ma, et al. ∙ 0 ∙ share

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Jie Zhou

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