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Outliers Detection Is Not So Hard: Approximation Algorithms for Robust Clustering Problems Using Local Search Techniques
In this paper, we consider two types of robust models of the k-median/k-...
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Iterative Utterance Segmentation for Neural Semantic Parsing
Neural semantic parsers usually fail to parse long and complex utterance...
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Revisiting Iterative Back-Translation from the Perspective of Compositional Generalization
Human intelligence exhibits compositional generalization (i.e., the capa...
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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...
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Structure-aware Pre-training for Table Understanding with Tree-based Transformers
Tables are widely used with various structures to organize and present d...
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Hierarchical Poset Decoding for Compositional Generalization in Language
We formalize human language understanding as a structured prediction tas...
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Incomplete Utterance Rewriting as Semantic Segmentation
Recent years the task of incomplete utterance rewriting has raised a lar...
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Table2Charts: Learning Shared Representations for Recommending Charts on Multi-dimensional Data
It is common for people to create different types of charts to explore a...
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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...
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Compositional Generalization by Learning Analytical Expressions
Compositional generalization is a basic but essential intellective capab...
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You Impress Me: Dialogue Generation via Mutual Persona Perception
Despite the continuing efforts to improve the engagingness and consisten...
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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...
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A Hybrid Semantic Parsing Approach for Tabular Data Analysis
This paper presents a novel approach to translating natural language que...
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AnnaParser: Semantic Parsing for Tabular Data Analysis
This paper presents a novel approach to translating natural language que...
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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...
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Text-to-Viz: Automatic Generation of Infographics from Proportion-Related Natural Language Statements
Combining data content with visual embellishments, infographics can effe...
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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...
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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...
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QuanFuzz: Fuzz Testing of Quantum Program
Nowadays, quantum program is widely used and quickly developed. However,...
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Automated Refactoring of Nested-IF Formulae in Spreadsheets
Spreadsheets are the most popular end-user programming software, where f...
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DeepAM: Migrate APIs with Multi-modal Sequence to Sequence Learning
Computer programs written in one language are often required to be porte...
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Deep API Learning
Developers often wonder how to implement a certain functionality (e.g., ...
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