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2008.01566
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On the Generalizability of Neural Program Models with respect to Semantic-Preserving Program Transformations
Information and Software Technology (IST), 2020
31 July 2020
Md Rafiqul Islam Rabin
Nghi D. Q. Bui
Ke Wang
Yijun Yu
Lingxiao Jiang
Mohammad Amin Alipour
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Papers citing
"On the Generalizability of Neural Program Models with respect to Semantic-Preserving Program Transformations"
23 / 23 papers shown
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Can LLMs Reason About Program Semantics? A Comprehensive Evaluation of LLMs on Formal Specification Inference
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What can Large Language Models Capture about Code Functional Equivalence?
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Pitfalls in Language Models for Code Intelligence: A Taxonomy and Survey
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A Study of Variable-Role-based Feature Enrichment in Neural Models of Code
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Toward a Theory of Causation for Interpreting Neural Code Models
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07 Feb 2023
Stealthy Backdoor Attack for Code Models
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Fix Bugs with Transformer through a Neural-Symbolic Edit Grammar
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163
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An Exploratory Study on Code Attention in BERT
IEEE International Conference on Program Comprehension (ICPC), 2022
Rishab Sharma
Fuxiang Chen
Fatemeh H. Fard
David Lo
200
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05 Apr 2022
ReACC: A Retrieval-Augmented Code Completion Framework
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Shuai Lu
Nan Duan
Hojae Han
Daya Guo
Seung-won Hwang
Alexey Svyatkovskiy
228
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15 Mar 2022
Extracting Label-specific Key Input Features for Neural Code Intelligence Models
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Energy-bounded Learning for Robust Models of Code
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Code2Snapshot: Using Code Snapshots for Learning Representations of Source Code
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Md Rafiqul Islam Rabin
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207
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Self-Supervised Learning to Prove Equivalence Between Straight-Line Programs via Rewrite Rules
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248
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Is a Single Model Enough? MuCoS: A Multi-Model Ensemble Learning for Semantic Code Search
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Memorization and Generalization in Neural Code Intelligence Models
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246
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Understanding Neural Code Intelligence Through Program Simplification
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Vincent J. Hellendoorn
Mohammad Amin Alipour
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269
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07 Jun 2021
WheaCha: A Method for Explaining the Predictions of Models of Code
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Generating Natural Adversarial Examples
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Dheeru Dua
Sameer Singh
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31 Oct 2017
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