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06/06/2023
Large Language Models of Code Fail at Completing Code with Potential Bugs
Large language models of code (Code-LLMs) have recently brought tremendo...
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06/01/2023
Better Context Makes Better Code Language Models: A Case Study on Function Call Argument Completion
Pretrained code language models have enabled great progress towards prog...
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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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09/12/2018
Generalizing Word Embeddings using Bag of Subwords
We approach the problem of generalizing pre-trained word embeddings beyo...
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09/11/2018
Neural-Augmented Static Analysis of Android Communication
We address the problem of discovering communication links between applic...
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06/11/2018