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09/04/2023
A Survey for Graphic Design Intelligence
Graphic design is an effective language for visual communication. Using ...
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08/25/2023
SoTaNa: The Open-Source Software Development Assistant
Software development plays a crucial role in driving innovation and effi...
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08/18/2023
WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct
Large language models (LLMs), such as GPT-4, have shown remarkable perfo...
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08/17/2023
Beam Retrieval: General End-to-End Retrieval for Multi-Hop Question Answering
Multi-hop QA involves finding multiple relevant passages and step-by-ste...
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04/02/2023
Demonstration of InsightPilot: An LLM-Empowered Automated Data Exploration System
Exploring data is crucial in data analysis, as it helps users understand...
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09/17/2022
Make Heterophily Graphs Better Fit GNN: A Graph Rewiring Approach
Graph Neural Networks (GNNs) are popular machine learning methods for mo...
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08/17/2022
UniLayout: Taming Unified Sequence-to-Sequence Transformers for Graphic Layout Generation
To satisfy various user needs, different subtasks of graphic layout gene...
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07/26/2022
XInsight: eXplainable Data Analysis Through The Lens of Causality
In light of the growing popularity of Exploratory Data Analysis (EDA), u...
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04/07/2022
Enhancing Semantic Code Search with Multimodal Contrastive Learning and Soft Data Augmentation
Code search aims to retrieve the most semantically relevant code snippet...
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09/15/2021
FORTAP: Using Formulae for Numerical-Reasoning-Aware Table Pretraining
Tables store rich numerical data, but numerical reasoning over tables is...
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07/15/2021
Neural Code Summarization: How Far Are We?
Source code summaries are important for the comprehension and maintenanc...
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08/24/2020
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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07/31/2020
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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07/22/2019
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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05/20/2019
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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05/27/2016
