b'Hao Zhou'

EVA: An Open-Domain Chinese Dialogue System with Large-Scale Generative Pre-Training

Although pre-trained language models have remarkably enhanced the genera...
08/03/2021 ∙ by Hao Zhou, et al. ∙ 0 ∙ share

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Follow Your Path: a Progressive Method for Knowledge Distillation

Deep neural networks often have a huge number of parameters, which posts...
07/20/2021 ∙ by Wenxian Shi, et al. ∙ 0 ∙ share

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Financial Network Games

We study financial systems from a game-theoretic standpoint. A financial...
07/14/2021 ∙ by Panagiotis Kanellopoulos, et al. ∙ 0 ∙ share

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UniRE: A Unified Label Space for Entity Relation Extraction

Many joint entity relation extraction models setup two separated label s...
07/09/2021 ∙ by Yijun Wang, et al. ∙ 0 ∙ share

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Probabilistic Graph Reasoning for Natural Proof Generation

In this paper, we investigate the problem of reasoning over natural lang...
07/06/2021 ∙ by Changzhi Sun, et al. ∙ 0 ∙ share

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Short-Term Load Forecasting for Smart HomeAppliances with Sequence to Sequence Learning

Appliance-level load forecasting plays a critical role in residential en...
06/26/2021 ∙ by Mina Razghandi, et al. ∙ 0 ∙ share

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RAN Resource Slicing in 5G Using Multi-Agent Correlated Q-Learning

5G is regarded as a revolutionary mobile network, which is expected to s...
06/24/2021 ∙ by Hao Zhou, et al. ∙ 0 ∙ share

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Improving Sign Language Translation with Monolingual Data by Sign Back-Translation

Despite existing pioneering works on sign language translation (SLT), th...
05/26/2021 ∙ by Hao Zhou, et al. ∙ 12 ∙ share

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Compatibility-aware Heterogeneous Visual Search

We tackle the problem of visual search under resource constraints. Exist...
05/13/2021 ∙ by Rahul Duggal, et al. ∙ 11 ∙ share

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Duplex Sequence-to-Sequence Learning for Reversible Machine Translation

Sequence-to-sequence (seq2seq) problems such as machine translation are ...
05/07/2021 ∙ by Zaixiang Zheng, et al. ∙ 0 ∙ share

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Embracing Uncertainty: Decoupling and De-bias for Robust Temporal Grounding

Temporal grounding aims to localize temporal boundaries within untrimmed...
03/31/2021 ∙ by Hao Zhou, et al. ∙ 0 ∙ share

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A Systematical Study on Application Performance Management Libraries for Apps

Being able to automatically detect the performance issues in apps can si...
03/21/2021 ∙ by Yutian Tang, et al. ∙ 0 ∙ share

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MARS: Markov Molecular Sampling for Multi-objective Drug Discovery

Searching for novel molecules with desired chemical properties is crucia...
03/18/2021 ∙ by Yutong Xie, et al. ∙ 16 ∙ share

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Which to Match? Selecting Consistent GT-Proposal Assignment for Pedestrian Detection

Accurate pedestrian classification and localization have received consid...
03/18/2021 ∙ by Yan Luo, et al. ∙ 0 ∙ share

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Decentralized Microgrid Energy Management: A Multi-agent Correlated Q-learning Approach

Microgrids (MG) are anticipated to be important players in the future sm...
03/06/2021 ∙ by Hao Zhou, et al. ∙ 0 ∙ share

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Correlated Deep Q-learning based Microgrid Energy Management

Microgrid (MG) energy management is an important part of MG operation. V...
03/06/2021 ∙ by Hao Zhou, et al. ∙ 0 ∙ share

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Triangular Bidword Generation for Sponsored Search Auction

Sponsored search auction is a crucial component of modern search engines...
01/27/2021 ∙ by Zhenqiao Song, et al. ∙ 0 ∙ share

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VOLT: Improving Vocabularization via Optimal Transport for Machine Translation

It is well accepted that the choice of token vocabulary largely affects ...
12/31/2020 ∙ by Jingjing Xu, et al. ∙ 0 ∙ share

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Online Distributed Job Dispatching with Outdated and Partially-Observable Information

In this paper, we investigate online distributed job dispatching in an e...
12/26/2020 ∙ by Yuncong Hong, et al. ∙ 0 ∙ share

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LOREN: Logic Enhanced Neural Reasoning for Fact Verification

Given a natural language statement, how to verify whether it is supporte...
12/25/2020 ∙ by Jiangjie Chen, et al. ∙ 0 ∙ share

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Comprehensive Graph-conditional Similarity Preserving Network for Unsupervised Cross-modal Hashing

Unsupervised cross-modal hashing (UCMH) has become a hot topic recently....
12/25/2020 ∙ by Jun Yu, et al. ∙ 0 ∙ share

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Where, What, Whether: Multi-modal Learning Meets Pedestrian Detection

Pedestrian detection benefits greatly from deep convolutional neural net...
12/20/2020 ∙ by Yan Luo, et al. ∙ 14 ∙ share

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Reciprocal Supervised Learning Improves Neural Machine Translation

Despite the recent success on image classification, self-training has on...
12/05/2020 ∙ by Minkai Xu, et al. ∙ 0 ∙ share

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CPM: A Large-scale Generative Chinese Pre-trained Language Model

Pre-trained Language Models (PLMs) have proven to be beneficial for vari...
12/01/2020 ∙ by Zhengyan Zhang, et al. ∙ 4 ∙ share

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On the Sentence Embeddings from Pre-trained Language Models

Pre-trained contextual representations like BERT have achieved great suc...
11/02/2020 ∙ by Bohan Li, et al. ∙ 0 ∙ share

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NUANCED: Natural Utterance Annotation for Nuanced Conversation with Estimated Distributions

Existing conversational systems are mostly agent-centric, which assumes ...
10/24/2020 ∙ by Zhiyu Chen, et al. ∙ 8 ∙ share

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Capturing Longer Context for Document-level Neural Machine Translation: A Multi-resolutional Approach

Discourse context has been proven useful when translating documents. It ...
10/18/2020 ∙ by Zewei Sun, et al. ∙ 0 ∙ share

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Accelerated computational micromechanics

We present an approach to solving problems in micromechanics that is ame...
10/09/2020 ∙ by Hao Zhou, et al. ∙ 0 ∙ share

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Pre-training Multilingual Neural Machine Translation by Leveraging Alignment Information

We investigate the following question for machine translation (MT): can ...
10/07/2020 ∙ by Zehui Lin, et al. ∙ 0 ∙ share

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WeChat Neural Machine Translation Systems for WMT20

We participate in the WMT 2020 shared news translation task on Chinese t...
10/01/2020 ∙ by Fandong Meng, et al. ∙ 33 ∙ share

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SDST: Successive Decoding for Speech-to-text Translation

End-to-end speech-to-text translation (ST), which directly translates th...
09/21/2020 ∙ by Qianqian Dong, et al. ∙ 0 ∙ share

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TED: Triple Supervision Decouples End-to-end Speech-to-text Translation

An end-to-end speech-to-text translation (ST) takes audio in a source la...
09/21/2020 ∙ by Qianqian Dong, et al. ∙ 0 ∙ share

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Congested Urban Networks Tend to Be Insensitive to Signal Settings: Implications for Learning-Based Control

This paper highlights several properties of large urban networks that ca...
08/21/2020 ∙ by Jorge Laval, et al. ∙ 0 ∙ share

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Glancing Transformer for Non-Autoregressive Neural Machine Translation

Non-autoregressive neural machine translation achieves remarkable infere...
08/18/2020 ∙ by Lihua Qian, et al. ∙ 0 ∙ share

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An Empirical Evaluation of GDPR Compliance Violations in Android mHealth Apps

The purpose of the General Data Protection Regulation (GDPR) is to provi...
08/13/2020 ∙ by Ming Fan, et al. ∙ 0 ∙ share

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Generating Fluent Adversarial Examples for Natural Languages

Efficiently building an adversarial attacker for natural language proces...
07/13/2020 ∙ by Huangzhao Zhang, et al. ∙ 0 ∙ share

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Do You Have the Right Scissors? Tailoring Pre-trained Language Models via Monte-Carlo Methods

It has been a common approach to pre-train a language model on a large c...
07/13/2020 ∙ by Ning Miao, et al. ∙ 0 ∙ share

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Improving Maximum Likelihood Training for Text Generation with Density Ratio Estimation

Auto-regressive sequence generative models trained by Maximum Likelihood...
07/12/2020 ∙ by Yuxuan Song, et al. ∙ 4 ∙ share

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Xiaomingbot: A Multilingual Robot News Reporter

This paper proposes the building of Xiaomingbot, an intelligent, multili...
07/12/2020 ∙ by Runxin Xu, et al. ∙ 0 ∙ share

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ACMo: Angle-Calibrated Moment Methods for Stochastic Optimization

Due to its simplicity and outstanding ability to generalize, stochastic ...
06/12/2020 ∙ by Xunpeng Huang, et al. ∙ 0 ∙ share

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Adaptive Gradient Methods Can Be Provably Faster than SGD after Finite Epochs

Adaptive gradient methods have attracted much attention of machine learn...
06/12/2020 ∙ by Xunpeng Huang, et al. ∙ 0 ∙ share

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SharinGAN: Combining Synthetic and Real Data for Unsupervised Geometry Estimation

We propose a novel method for combining synthetic and real images when t...
06/07/2020 ∙ by Koutilya PNVR, et al. ∙ 0 ∙ share

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Network On Network for Tabular Data Classification in Real-world Applications

Tabular data is the most common data format adopted by our customers ran...
05/20/2020 ∙ by Yuanfei Luo, et al. ∙ 2 ∙ share

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Feature Location Benchmark for Decomposing and Reusing Android Apps

Software reuse enables developers to reuse architecture, programs and ot...
05/08/2020 ∙ by Yutian Tang, et al. ∙ 0 ∙ share

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Active Sentence Learning by Adversarial Uncertainty Sampling in Discrete Space

In this paper, we focus on reducing the labeled data size for sentence l...
04/17/2020 ∙ by Dongyu Ru, et al. ∙ 0 ∙ share

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KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation

The research of knowledge-driven conversational systems is largely limit...
04/08/2020 ∙ by Hao Zhou, et al. ∙ 3 ∙ share

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Infomax Neural Joint Source-Channel Coding via Adversarial Bit Flip

Although Shannon theory states that it is asymptotically optimal to sepa...
04/03/2020 ∙ by Yuxuan Song, et al. ∙ 0 ∙ share

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LUXOR: An FPGA Logic Cell Architecture for Efficient Compressor Tree Implementations

We propose two tiers of modifications to FPGA logic cell architecture to...
03/06/2020 ∙ by Seyedramin Rasoulinezhad, et al. ∙ 0 ∙ share

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MajorityNets: BNNs Utilising Approximate Popcount for Improved Efficiency

Binarized neural networks (BNNs) have shown exciting potential for utili...
02/27/2020 ∙ by Seyedramin Rasoulinezhad, et al. ∙ 0 ∙ share

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Spatial-Temporal Multi-Cue Network for Continuous Sign Language Recognition

Despite the recent success of deep learning in continuous sign language ...
02/08/2020 ∙ by Hao Zhou, et al. ∙ 6 ∙ share

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Hao Zhou

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