b'Huan Sun'

CliniQG4QA: Generating Diverse Questions for Domain Adaptation of Clinical Question Answering

Clinical question answering (QA) aims to automatically answer questions ...
10/30/2020 ∙ by Xiang Yue, et al. ∙ 10 ∙ share

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COUGH: A Challenge Dataset and Models for COVID-19 FAQ Retrieval

We present a large challenging dataset, COUGH, for COVID-19 FAQ retrieva...
10/24/2020 ∙ by Xinliang Frederick Zhang, et al. ∙ 0 ∙ share

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Structure-Grounded Pretraining for Text-to-SQL

Learning to capture text-table alignment is essential for table related ...
10/24/2020 ∙ by Xiang Deng, et al. ∙ 0 ∙ share

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Joint Power Allocation and User Association Optimization for IRS-Assisted mmWave Systems

Intelligent reflect surface (IRS) is a potential technology to build pro...
10/22/2020 ∙ by Dan Zhao, et al. ∙ 0 ∙ share

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Adversarial Training for Code Retrieval with Question-Description Relevance Regularization

Code retrieval is a key task aiming to match natural and programming lan...
10/19/2020 ∙ by Jie Zhao, et al. ∙ 0 ∙ share

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Learning a Cost-Effective Annotation Policy for Question Answering

State-of-the-art question answering (QA) relies upon large amounts of tr...
10/07/2020 ∙ by Bernhard Kratzwald, et al. ∙ 0 ∙ share

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Cascaded Channel Estimation for IRS-assisted Mmwave Multi-antenna with Quantized Beamforming

In this letter, we optimize the channel estimator of the cascaded channe...
10/02/2020 ∙ by Wenhui Zhang, et al. ∙ 0 ∙ share

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Joint Passive Beamforming and User Association Optimization for IRS-assisted mmWave Systems

In this paper, we investigate an intelligent reflect surface (IRS) assis...
07/02/2020 ∙ by Dan Zhao, et al. ∙ 0 ∙ share

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TURL: Table Understanding through Representation Learning

Relational tables on the Web store a vast amount of knowledge. Owing to ...
06/26/2020 ∙ by Xiang Deng, et al. ∙ 0 ∙ share

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Rationalizing Medical Relation Prediction from Corpus-level Statistics

Nowadays, the interpretability of machine learning models is becoming in...
05/02/2020 ∙ by Zhen Wang, et al. ∙ 0 ∙ share

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An Imitation Game for Learning Semantic Parsers from User Interaction

Despite the widely successful applications, bootstrapping and fine-tunin...
05/02/2020 ∙ by Ziyu Yao, et al. ∙ 13 ∙ share

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Clinical Reading Comprehension: A Thorough Analysis of the emrQA Dataset

Machine reading comprehension has made great progress in recent years ow...
05/01/2020 ∙ by Xiang Yue, et al. ∙ 0 ∙ share

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Practical Annotation Strategies for Question Answering Datasets

Annotating datasets for question answering (QA) tasks is very costly, as...
03/06/2020 ∙ by Bernhard Kratzwald, et al. ∙ 0 ∙ share

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Easy-to-Hard: Leveraging Simple Questions for Complex Question Generation

This paper makes one of the first efforts toward automatically generatin...
12/05/2019 ∙ by Jie Zhao, et al. ∙ 0 ∙ share

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An End-to-End Framework for Cold Question Routing in Community Question Answering Services

Routing newly posted questions (a.k.a cold questions) to potential answe...
11/22/2019 ∙ by Jiankai Sun, et al. ∙ 0 ∙ share

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Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study

As a promising paradigm, interactive semantic parsing has shown to impro...
10/11/2019 ∙ by Ziyu Yao, et al. ∙ 0 ∙ share

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Automatic Table completion using Knowledge Base

Table is a popular data format to organize and present relational inform...
09/20/2019 ∙ by Bortik Bandyopadhyay, et al. ∙ 0 ∙ share

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Leveraging 2-hop Distant Supervision from Table Entity Pairs for Relation Extraction

Distant supervision (DS) has been widely used to automatically construct...
09/13/2019 ∙ by Xiang Deng, et al. ∙ 0 ∙ share

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Reinforced Dynamic Reasoning for Conversational Question Generation

This paper investigates a new task named Conversational Question Generat...
07/29/2019 ∙ by Boyuan Pan, et al. ∙ 4 ∙ share

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SurfCon: Synonym Discovery on Privacy-Aware Clinical Data

Unstructured clinical texts contain rich health-related information. To ...
06/21/2019 ∙ by Zhen Wang, et al. ∙ 0 ∙ share

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Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations

Motivation: Graph embedding learning which aims to automatically learn l...
06/12/2019 ∙ by Xiang Yue, et al. ∙ 0 ∙ share

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CoaCor: Code Annotation for Code Retrieval with Reinforcement Learning

To accelerate software development, much research has been performed to ...
03/13/2019 ∙ by Ziyu Yao, et al. ∙ 0 ∙ share

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Interactive Semantic Parsing for If-Then Recipes via Hierarchical Reinforcement Learning

Given a text description, most existing semantic parsers synthesize a pr...
08/21/2018 ∙ by Ziyu Yao, et al. ∙ 0 ∙ share

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StaQC: A Systematically Mined Question-Code Dataset from Stack Overflow

Stack Overflow (SO) has been a great source of natural language question...
03/26/2018 ∙ by Ziyu Yao, et al. ∙ 0 ∙ share

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Global Relation Embedding for Relation Extraction

Recent studies have shown that embedding textual relations using deep ne...
04/19/2017 ∙ by Yu Su, et al. ∙ 0 ∙ share

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Huan Sun

Featured Co-authors

Jianfeng Gao

Wei Xu

Hao Li

Derrick Wing Kwan Ng

Deng Cai

Wen Zhang

Zhen Wang

Wen-tau Yih

Srinivasan Parthasarathy

Xiujun Li

Stefan Feuerriegel

CliniQG4QA: Generating Diverse Questions for Domain Adaptation of Clinical Question Answering

COUGH: A Challenge Dataset and Models for COVID-19 FAQ Retrieval

Structure-Grounded Pretraining for Text-to-SQL

Joint Power Allocation and User Association Optimization for IRS-Assisted mmWave Systems

Adversarial Training for Code Retrieval with Question-Description Relevance Regularization

Learning a Cost-Effective Annotation Policy for Question Answering

Cascaded Channel Estimation for IRS-assisted Mmwave Multi-antenna with Quantized Beamforming

Joint Passive Beamforming and User Association Optimization for IRS-assisted mmWave Systems

TURL: Table Understanding through Representation Learning

Rationalizing Medical Relation Prediction from Corpus-level Statistics

An Imitation Game for Learning Semantic Parsers from User Interaction

Clinical Reading Comprehension: A Thorough Analysis of the emrQA Dataset

Practical Annotation Strategies for Question Answering Datasets

Easy-to-Hard: Leveraging Simple Questions for Complex Question Generation

An End-to-End Framework for Cold Question Routing in Community Question Answering Services

Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study

Automatic Table completion using Knowledge Base

Leveraging 2-hop Distant Supervision from Table Entity Pairs for Relation Extraction

Reinforced Dynamic Reasoning for Conversational Question Generation

SurfCon: Synonym Discovery on Privacy-Aware Clinical Data

Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations

CoaCor: Code Annotation for Code Retrieval with Reinforcement Learning

Interactive Semantic Parsing for If-Then Recipes via Hierarchical Reinforcement Learning

StaQC: A Systematically Mined Question-Code Dataset from Stack Overflow

Global Relation Embedding for Relation Extraction