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01/11/2022
Predictive Synthesis of API-Centric Code
Today's programmers, especially data science practitioners, make heavy u...
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05/12/2021
Improving Code Autocompletion with Transfer Learning
Software language models have achieved promising results predicting code...
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11/09/2020
Learning Autocompletion from Real-World Datasets
Code completion is a popular software development tool integrated into a...
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10/07/2020
Rotation-Invariant Local-to-Global Representation Learning for 3D Point Cloud
We propose a local-to-global representation learning algorithm for 3D po...
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03/30/2020
Code Prediction by Feeding Trees to Transformers
In this paper, we describe how to leverage Transformer, a recent neural ...
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01/30/2020
Weakly Supervised Instance Segmentation by Deep Multi-Task Community Learning
We present an object segmentation algorithm based on community learning ...
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08/26/2019
Neural Code Search Evaluation Dataset
There has been an increase of interest in code search using natural lang...
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05/09/2019
When Deep Learning Met Code Search
There have been multiple recent proposals on using deep neural networks ...
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11/02/2018
