William Wang

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Penn State University ∙ The Regents of the University of California

Open Question Answering over Tables and Text

In open question answering (QA), the answer to a question is produced by...
10/20/2020 ∙ by Wenhu Chen, et al. ∙ 0 ∙ share

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The gem5 Simulator: Version 20.0+

The open-source and community-supported gem5 simulator is one of the mos...
07/07/2020 ∙ by Jason Lowe-Power, et al. ∙ 0 ∙ share

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GAT-GMM: Generative Adversarial Training for Gaussian Mixture Models

Generative adversarial networks (GANs) learn the distribution of observe...
06/18/2020 ∙ by Farzan Farnia, et al. ∙ 35 ∙ share

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HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data

Existing question answering datasets focus on dealing with homogeneous i...
04/15/2020 ∙ by Wenhu Chen, et al. ∙ 1 ∙ share

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Meta Module Network for Compositional Visual Reasoning

There are two main lines of research on visual reasoning: neural module ...
10/08/2019 ∙ by Wenhu Chen, et al. ∙ 0 ∙ share

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Fine-tune Bert for DocRED with Two-step Process

Modelling relations between multiple entities has attracted increasing a...
09/26/2019 ∙ by Hong Wang, et al. ∙ 0 ∙ share

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How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection

With the rapid development in deep learning, deep neural networks have b...
02/27/2019 ∙ by Wenhu Chen, et al. ∙ 0 ∙ share

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Scene Graph Generation via Conditional Random Fields

Despite the great success object detection and segmentation models have ...
11/20/2018 ∙ by Weilin Cong, et al. ∙ 6 ∙ share

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Enhancing the Robustness of Prior Network in Out-of-Distribution Detection

With the recent surge of interests in deep neural networks, more real-wo...
11/18/2018 ∙ by Wenhu Chen, et al. ∙ 0 ∙ share

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MOHONE: Modeling Higher Order Network Effects in KnowledgeGraphs via Network Infused Embeddings

Many knowledge graph embedding methods operate on triples and are theref...
11/01/2018 ∙ by Hao Yu, et al. ∙ 4 ∙ share

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Variational Knowledge Graph Reasoning

Inferring missing links in knowledge graphs (KG) has attracted a lot of ...
03/17/2018 ∙ by Wenhu Chen, et al. ∙ 0 ∙ share

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Safer Classification by Synthesis

The discriminative approach to classification using deep neural networks...
11/22/2017 ∙ by William Wang, et al. ∙ 0 ∙ share

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William Wang

Featured Co-authors

Xin Wang

Pieter Abbeel

Xi Chen

Yu Cheng

Zhe Gan

Jingjing Liu

Ali Jadbabaie

William W. Cohen

Aviv Tamar

Tushar Krishna

Hong Wang

Open Question Answering over Tables and Text

The gem5 Simulator: Version 20.0+

GAT-GMM: Generative Adversarial Training for Gaussian Mixture Models

HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data

Meta Module Network for Compositional Visual Reasoning

Fine-tune Bert for DocRED with Two-step Process

How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection

Scene Graph Generation via Conditional Random Fields

Enhancing the Robustness of Prior Network in Out-of-Distribution Detection

MOHONE: Modeling Higher Order Network Effects in KnowledgeGraphs via Network Infused Embeddings

Variational Knowledge Graph Reasoning

Safer Classification by Synthesis