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Learning Program Behavioral Models from Synthesized Input-Output Pairs

Learning Program Behavioral Models from Synthesized Input-Output Pairs

11 July 2024
Tural Mammadov
Dietrich Klakow
Alexander Koller
Andreas Zeller
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Papers citing "Learning Program Behavioral Models from Synthesized Input-Output Pairs"

5 / 5 papers shown
Title
Investigating Execution-Aware Language Models for Code Optimization
Federico Di Menna
Luca Traini
Gabriele Bavota
Vittorio Cortellessa
53
0
0
11 Mar 2025
Does Few-Shot Learning Help LLM Performance in Code Synthesis?
Does Few-Shot Learning Help LLM Performance in Code Synthesis?
Derek Xu
Tong Xie
Botao Xia
Haoyu Li
Yunsheng Bai
Yizhou Sun
Wei Wang
71
0
0
03 Dec 2024
Boosting Neural Networks to Decompile Optimized Binaries
Boosting Neural Networks to Decompile Optimized Binaries
Ying Cao
Ruigang Liang
Kai Chen
Peiwei Hu
20
16
0
03 Jan 2023
Productivity Assessment of Neural Code Completion
Productivity Assessment of Neural Code Completion
Albert Ziegler
Eirini Kalliamvakou
Shawn Simister
Ganesh Sittampalam
Alice Li
Andrew Rice
Devon Rifkin
E. Aftandilian
102
176
0
13 May 2022
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for
  Code Understanding and Generation
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation
Yue Wang
Weishi Wang
Shafiq R. Joty
S. Hoi
199
1,451
0
02 Sep 2021
1