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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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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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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
