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CrossCodeBench: Benchmarking Cross-Task Generalization of Source Code Models
Niu, Changan ; Li, Chuanyi ; Ng, Vincent ; et al.

Computer Science - Softw... Computer Science - Artif...
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3

SimSCOOD: Systematic Analysis of Out-of-Distribution Generalization in Fine-tuned Source Code Models
Hajipour, Hossein ; Yu, Ning ; Staicu, Cristian-Alexandru ; et al.

Computer Science - Softw... Computer Science - Artif... Computer Science - Compu... Computer Science - Machi... Computer Science - Progr...
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On-the-Fly Adaptation of Source Code Models using Meta-Learning
Shrivastava, Disha ; Larochelle, Hugo ; Tarlow, Daniel

Computer Science - Machi... Computer Science - Artif... Computer Science - Softw... Statistics - Machine Lea...
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5

Semantic Source Code Models Using Identifier Embeddings
Efstathiou, Vasiliki ; Spinellis, Diomidis

Computer Science - Softw...
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6

Dynamic creation of source code models for the extraction of code metrics data through grammar querying
Nuñez-Varela, Alberto S. ; Pérez-Gonzalez, Héctor G. ; Martínez-Perez, Francisco E. ; et al.
In Science of Computer Programming 15 September 2020 196

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7

An Analytical Review of the Source Code Models for Exploit Analysis
Fedorchenko, Elena ; Novikova, Evgenia ; Fedorchenko, Andrey ; et al.
Information (Basel). September, 2023, Vol. 14 Issue 9

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8

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9

A Causal Learning Framework for Enhancing Robustness of Source Code Models
Ye, Junyao ; Li, Zhen ; Tang, Xi ; et al.
Proceedings of the ACM on Software Engineering ; volume 2, issue FSE, page 2641-2664 ; ISSN 2994-970X

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10

SimSCOOD: Systematic Analysis of Out-of-Distribution Generalization in Fine-tuned Source Code Models
Hajipour, Hossein ; Yu, Ning ; Staicu, Cristian-Alexandru ; et al.
Findings of the Association for Computational Linguistics: NAACL 2024 ; page 1400-1416

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11

Scalable deep learning for bug detection
Karampatsis, Rafael-Michael ; Sutton, Charles ; Lapata, Maria

005.3 bug detection deep learning source code models program repair
*Dissertation/ Thesis*
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14

Counterfactual Explanations for Models of Code
Cito, Jürgen ; Dillig, Isil ; Murali, Vijayaraghavan ; et al.

Machine learning Explanations Source code models
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15

MediFlora-Net: Quantum-enhanced deep learning for precision medicinal plant identification
K.V., Uma ; P, Sarvika ; K, Jayaa Sri ; et al.
In Computational Biology and Chemistry February 2026 120 Part 2

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16

Poisoned source code detection in code models
Ghannoum, Ehab ; Ghafari, Mohammad
In The Journal of Systems & Software August 2025 226

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17

Compiler generator for creating MOF-compliant source code models
Zoltán László ; Tibor Sulyán ; The Pennsylvania State University CiteSeerX Archives
http://iec.cugb.edu.cn/WorldComp2006/SER4237.pdf.

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18

Attachments. 14 Building and Assessing Pg. 2 Source Code Models
Objectway S. P. A ; Rose Abstract ; The Pennsylvania State University CiteSeerX Archives
http://www.objectway.it/articles/0309RoseCodeModelOW.pdf.

Keeping the model up to...
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19

An Attribute Grammar Approach to specifying Halstead’s Metrics
Abdul Azim Ghani ; Selangor Darul Ehsan ; Robin Hunter ; et al.
http://mjcs.fsktm.um.edu.my/document.aspx?FileName=10.pdf.

attribute grammar source code models
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