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09/15/2023
REEF: A Framework for Collecting Real-World Vulnerabilities and Fixes
Software plays a crucial role in our daily lives, and therefore the qual...
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08/02/2023
VLUCI: Variational Learning of Unobserved Confounders for Counterfactual Inference
Causal inference plays a vital role in diverse domains like epidemiology...
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07/18/2023
Generative Type Inference for Python
Python is a popular dynamic programming language, evidenced by its ranki...
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06/02/2023
Domain Knowledge Matters: Improving Prompts with Fix Templates for Repairing Python Type Errors
Although the dynamic type system of Python facilitates the developers in...
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08/03/2022
API Usage Recommendation via Multi-View Heterogeneous Graph Representation Learning
Developers often need to decide which APIs to use for the functions bein...
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07/24/2022
No More Fine-Tuning? An Experimental Evaluation of Prompt Tuning in Code Intelligence
Pre-trained models have been shown effective in many code intelligence t...
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07/09/2022
A Closer Look into Transformer-Based Code Intelligence Through Code Transformation: Challenges and Opportunities
Transformer-based models have demonstrated state-of-the-art performance ...
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02/14/2022
Source Code Summarization with Structural Relative Position Guided Transformer
Source code summarization aims at generating concise and clear natural l...
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12/23/2021
Revisiting, Benchmarking and Exploring API Recommendation: How Far Are We?
Application Programming Interfaces (APIs), which encapsulate the impleme...
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08/14/2021
Transfer Learning from an Artificial Radiograph-landmark Dataset for Registration of the Anatomic Skull Model to Dual Fluoroscopic X-ray Images
Registration of 3D anatomic structures to their 2D dual fluoroscopic X-r...
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05/08/2021
HiTyper: A Hybrid Static Type Inference Framework with Neural Prediction
Type inference for dynamic programming languages is an important yet cha...
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08/26/2020
Graph Embedding for Combinatorial Optimization: A Survey
Graphs have been widely used to represent complex data in many applicati...
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07/04/2012