William Wang | DeepAI

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Featured Co-authors

Xin Wang
382 publications
Jun Wang
360 publications
Xi Chen
293 publications
Yu Wang
276 publications
Pieter Abbeel
263 publications
Percy Liang
165 publications
Dan Roth
151 publications
Yu Cheng
139 publications
Ce Zhang
133 publications
Christopher Ré
125 publications
Julian McAuley
120 publications

∙ 08/10/2023

Few-Shot Data-to-Text Generation via Unified Representation and Multi-Source Learning

We present a novel approach for structured data-to-text generation that ...

0 Alexander Hanbo Li, et al. ∙

∙ 08/07/2023

Learning Concise and Descriptive Attributes for Visual Recognition

Recent advances in foundation models present new opportunities for inter...

0 An Yan, et al. ∙

∙ 05/27/2023

Benchmarking Diverse-Modal Entity Linking with Generative Models

Entities can be expressed in diverse formats, such as texts, images, or ...

0 Sijia Wang, et al. ∙

∙ 05/23/2023

Knowledge of Knowledge: Exploring Known-Unknowns Uncertainty with Large Language Models

This paper investigates the capabilities of Large Language Models (LLMs)...

0 Alfonso Amayuelas, et al. ∙

∙ 02/13/2023

STREET: A Multi-Task Structured Reasoning and Explanation Benchmark

We introduce STREET, a unified multi-task and multi-domain natural langu...

0 Danilo Ribeiro, et al. ∙

∙ 12/21/2022

A Non-Asymptotic Analysis of Oversmoothing in Graph Neural Networks

A central challenge of building more powerful Graph Neural Networks (GNN...

0 Xinyi Wu, et al. ∙

∙ 11/16/2022

Holistic Evaluation of Language Models

Language models (LMs) are becoming the foundation for almost all major l...

21 Percy Liang, et al. ∙

∙ 10/27/2022

LAD: Language Augmented Diffusion for Reinforcement Learning

Learning skills from language provides a powerful avenue for generalizat...

0 Edwin Zhang, et al. ∙

∙ 09/30/2022

DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases

Question answering over knowledge bases (KBs) aims to answer natural lan...

7 Donghan Yu, et al. ∙

∙ 05/29/2021

FoveaTer: Foveated Transformer for Image Classification

Many animals and humans process the visual field with a varying spatial ...

0 Aditya Jonnalagadda, et al. ∙

∙ 10/20/2020

Open Question Answering over Tables and Text

In open question answering (QA), the answer to a question is produced by...

0 Wenhu Chen, et al. ∙

∙ 07/07/2020

The gem5 Simulator: Version 20.0+

The open-source and community-supported gem5 simulator is one of the mos...

0 Jason Lowe-Power, et al. ∙

∙ 06/18/2020

GAT-GMM: Generative Adversarial Training for Gaussian Mixture Models

Generative adversarial networks (GANs) learn the distribution of observe...

35 Farzan Farnia, et al. ∙

∙ 04/15/2020

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

Existing question answering datasets focus on dealing with homogeneous i...

1 Wenhu Chen, et al. ∙

∙ 10/08/2019

Meta Module Network for Compositional Visual Reasoning

There are two main lines of research on visual reasoning: neural module ...

0 Wenhu Chen, et al. ∙

∙ 09/26/2019

Fine-tune Bert for DocRED with Two-step Process

Modelling relations between multiple entities has attracted increasing a...

0 Hong Wang, et al. ∙

∙ 02/27/2019

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...

0 Wenhu Chen, et al. ∙

∙ 11/20/2018

Scene Graph Generation via Conditional Random Fields

Despite the great success object detection and segmentation models have ...

6 Weilin Cong, et al. ∙

∙ 11/18/2018

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

With the recent surge of interests in deep neural networks, more real-wo...

0 Wenhu Chen, et al. ∙

∙ 11/01/2018

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

Many knowledge graph embedding methods operate on triples and are theref...

4 Hao Yu, et al. ∙

∙ 03/17/2018

Variational Knowledge Graph Reasoning

Inferring missing links in knowledge graphs (KG) has attracted a lot of ...

0 Wenhu Chen, et al. ∙

∙ 11/22/2017

Safer Classification by Synthesis

The discriminative approach to classification using deep neural networks...

0 William Wang, et al. ∙

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