Jian-Guang Lou

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Microsoft

Iterative Utterance Segmentation for Neural Semantic Parsing

Neural semantic parsers usually fail to parse long and complex utterance...
12/13/2020 ∙ by Yinuo Guo, et al. ∙ 0 ∙ share

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Revisiting Iterative Back-Translation from the Perspective of Compositional Generalization

Human intelligence exhibits compositional generalization (i.e., the capa...
12/08/2020 ∙ by Yinuo Guo, et al. ∙ 0 ∙ share

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"What Do You Mean by That?" A Parser-Independent Interactive Approach for Enhancing Text-to-SQL

In Natural Language Interfaces to Databases systems, the text-to-SQL tec...
11/09/2020 ∙ by Yuntao Li, et al. ∙ 0 ∙ share

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Hierarchical Poset Decoding for Compositional Generalization in Language

We formalize human language understanding as a structured prediction tas...
10/15/2020 ∙ by Yinuo Guo, et al. ∙ 0 ∙ share

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Incomplete Utterance Rewriting as Semantic Segmentation

Recent years the task of incomplete utterance rewriting has raised a lar...
09/28/2020 ∙ by Qian Liu, et al. ∙ 0 ∙ share

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Retrieve-Then-Adapt: Example-based Automatic Generation for Proportion-related Infographics

Infographic is a data visualization technique which combines graphic and...
07/31/2020 ∙ by Chunyao Qian, et al. ∙ 0 ∙ share

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UniTrans: Unifying Model Transfer and Data Transfer for Cross-Lingual Named Entity Recognition with Unlabeled Data

Prior works in cross-lingual named entity recognition (NER) with no/litt...
07/15/2020 ∙ by Qianhui Wu, et al. ∙ 0 ∙ share

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Compositional Generalization by Learning Analytical Expressions

Compositional generalization is a basic but essential intellective capab...
06/18/2020 ∙ by Qian Liu, et al. ∙ 0 ∙ share

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Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language

To better tackle the named entity recognition (NER) problem on languages...
04/26/2020 ∙ by Qianhui Wu, et al. ∙ 0 ∙ share

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You Impress Me: Dialogue Generation via Mutual Persona Perception

Despite the continuing efforts to improve the engagingness and consisten...
04/11/2020 ∙ by Qian Liu, et al. ∙ 6 ∙ share

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How Far are We from Effective Context Modeling ? An Exploratory Study on Semantic Parsing in Context

Recently semantic parsing in context has received a considerable attenti...
02/03/2020 ∙ by Qian Liu, et al. ∙ 0 ∙ share

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A Hybrid Semantic Parsing Approach for Tabular Data Analysis

This paper presents a novel approach to translating natural language que...
10/23/2019 ∙ by Yan Gao, et al. ∙ 0 ∙ share

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AnnaParser: Semantic Parsing for Tabular Data Analysis

This paper presents a novel approach to translating natural language que...
10/23/2019 ∙ by Yan Gao, et al. ∙ 0 ∙ share

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A Split-and-Recombine Approach for Follow-up Query Analysis

Context-dependent semantic parsing has proven to be an important yet cha...
09/19/2019 ∙ by Qian Liu, et al. ∙ 5 ∙ share

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LambdaOpt: Learn to Regularize Recommender Models in Finer Levels

Recommendation models mainly deal with categorical variables, such as us...
05/28/2019 ∙ by Yihong Chen, et al. ∙ 0 ∙ share

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Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation

We present a neural approach called IRNet for complex and cross-domain T...
05/20/2019 ∙ by Jiaqi Guo, et al. ∙ 0 ∙ share

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FANDA: A Novel Approach to Perform Follow-up Query Analysis

Recent work on Natural Language Interfaces to Databases (NLIDB) has attr...
01/24/2019 ∙ by Qian Liu, et al. ∙ 8 ∙ share

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Learning-to-Ask: Knowledge Acquisition via 20 Questions

Almost all the knowledge empowered applications rely upon accurate knowl...
06/22/2018 ∙ by Yihong Chen, et al. ∙ 0 ∙ share

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Jian-Guang Lou

Featured Co-authors

Yan Zhang

Ting Liu

Yue Wang

Xiangnan He

Yong Li

Nanning Zheng

Wenwu Zhu

Dongmei Zhang

Bei Chen

Chen Gao

Bin Zhou

Iterative Utterance Segmentation for Neural Semantic Parsing

Revisiting Iterative Back-Translation from the Perspective of Compositional Generalization

"What Do You Mean by That?" A Parser-Independent Interactive Approach for Enhancing Text-to-SQL

Hierarchical Poset Decoding for Compositional Generalization in Language

Incomplete Utterance Rewriting as Semantic Segmentation

Retrieve-Then-Adapt: Example-based Automatic Generation for Proportion-related Infographics

UniTrans: Unifying Model Transfer and Data Transfer for Cross-Lingual Named Entity Recognition with Unlabeled Data

Compositional Generalization by Learning Analytical Expressions

Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language

You Impress Me: Dialogue Generation via Mutual Persona Perception

How Far are We from Effective Context Modeling ? An Exploratory Study on Semantic Parsing in Context

A Hybrid Semantic Parsing Approach for Tabular Data Analysis

AnnaParser: Semantic Parsing for Tabular Data Analysis

A Split-and-Recombine Approach for Follow-up Query Analysis

LambdaOpt: Learn to Regularize Recommender Models in Finer Levels

Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation

FANDA: A Novel Approach to Perform Follow-up Query Analysis

Learning-to-Ask: Knowledge Acquisition via 20 Questions