Is a Single Model Enough? MuCoS: A Multi-Model Ensemble Learning Approach for Semantic Code Search

Mapping Intimacies ◽

10.1145/3459637.3482127 ◽

2021 ◽

Author(s):

Lun Du ◽

Xiaozhou Shi ◽

Yanlin Wang ◽

Ensheng Shi ◽

Shi Han ◽

...

Keyword(s):

Ensemble Learning ◽

Learning Approach ◽

Model Ensemble ◽

Single Model ◽

Semantic Code ◽

Code Search ◽

Semantic Code Search

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A Multi-Perspective Architecture for Semantic Code Search

10.18653/v1/2020.acl-main.758 ◽

2020 ◽

Author(s):

Rajarshi Haldar ◽

Lingfei Wu ◽

JinJun Xiong ◽

Julia Hockenmaier

Keyword(s):

Semantic Code ◽

Code Search ◽

Semantic Code Search

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Semantic code search via equational reasoning

Proceedings of the 41st ACM SIGPLAN Conference on Programming Language Design and Implementation ◽

10.1145/3385412.3386001 ◽

2020 ◽

Author(s):

Varot Premtoon ◽

James Koppel ◽

Armando Solar-Lezama

Keyword(s):

Equational Reasoning ◽

Semantic Code ◽

Code Search ◽

Semantic Code Search

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An automated approach to program repair with semantic code search

10.31274/etd-180810-4399 ◽

2015 ◽

Author(s):

Yalin Ke

Keyword(s):

Semantic Code ◽

Code Search ◽

Program Repair ◽

Semantic Code Search

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Repairing Programs with Semantic Code Search (T)

2015 30th IEEE/ACM International Conference on Automated Software Engineering (ASE) ◽

10.1109/ase.2015.60 ◽

2015 ◽

Author(s):

Yalin Ke ◽

Kathryn T. Stolee ◽

Claire Le Goues ◽

Yuriy Brun

Keyword(s):

Semantic Code ◽

Code Search ◽

Semantic Code Search

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Bag-of-Words Baselines for Semantic Code Search

10.18653/v1/2021.nlp4prog-1.10 ◽

2021 ◽

Author(s):

Xinyu Zhang ◽

Ji Xin ◽

Andrew Yates ◽

Jimmy Lin

Keyword(s):

Bag Of Words ◽

Semantic Code ◽

Code Search ◽

Semantic Code Search

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Typestate-based semantic code search over partial programs

ACM SIGPLAN Notices ◽

10.1145/2398857.2384689 ◽

2012 ◽

Vol 47 (10) ◽

pp. 997-1016 ◽

Author(s):

Alon Mishne ◽

Sharon Shoham ◽

Eran Yahav

Keyword(s):

Semantic Code ◽

Code Search ◽

Semantic Code Search

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Typestate-based semantic code search over partial programs

Proceedings of the ACM international conference on Object oriented programming systems languages and applications - OOPSLA '12 ◽

10.1145/2384616.2384689 ◽

2012 ◽

Author(s):

Alon Mishne ◽

Sharon Shoham ◽

Eran Yahav

Keyword(s):

Semantic Code ◽

Code Search ◽

Semantic Code Search

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Impute, Select, Decision Tree and Naïve Bayes (ISE-DNC): An Ensemble Learning Approach to Classify the Lung Cancer

SSRN Electronic Journal ◽

10.2139/ssrn.3667438 ◽

2020 ◽

Author(s):

Bhanumathi S ◽

Dr. Chandrashekara S N

Keyword(s):

Lung Cancer ◽

Decision Tree ◽

Ensemble Learning ◽

Naive Bayes ◽

Naïve Bayes ◽

Learning Approach

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A Novel Ensemble Learning Approach of Deep Learning Techniques to Monitor Distracted Driver Behaviour in Real Time

2021 1st International Conference on Artificial Intelligence and Data Analytics (CAIDA) ◽

10.1109/caida51941.2021.9425243 ◽

2021 ◽

Author(s):

Hafiz Umer Draz ◽

Muhammad Zeeshan Khan ◽

Muhammad Usman Ghani Khan ◽

Amjad Rehman ◽

Ibrahim Abunadi

Keyword(s):

Deep Learning ◽

Real Time ◽

Ensemble Learning ◽

Learning Approach ◽

Driver Behaviour ◽

Learning Techniques

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Predicting purchase probability of retail items using an ensemble learning approach and historical data

2020 19th IEEE International Conference on Machine Learning and Applications (ICMLA) ◽

10.1109/icmla51294.2020.00118 ◽

2020 ◽

Author(s):

Archika Sharma ◽

M. Omair Shafiq

Keyword(s):

Ensemble Learning ◽

Historical Data ◽

Learning Approach

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