代码大模型 / AI 编程 - arXivDaily 专题

2203.14542 2022-04-28 cs.CV cs.LG 57%

UNICON: Combating Label Noise Through Uniform Selection and Contrastive Learning

Nazmul Karim, Mamshad Nayeem Rizve, Nazanin Rahnavard, Ajmal Mian, Mubarak Shah

专题命中代码评测：repository(abstract)；分类 cs.LG

Comments Accepted at IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2022

2204.01956 2022-04-08 cs.SE 57%

PSDoodle: Fast App Screen Search via Partial Screen Doodle

Soumik Mohian, Christoph Csallner

专题命中代码评测：repository(abstract)；分类 cs.SE

2204.01095 2022-04-05 cs.LG 57%

pmuBAGE: The Benchmarking Assortment of Generated PMU Data for Power System Events -- Part I: Overview and Results

Brandon Foggo, Koji Yamashita, Nanpeng Yu

专题命中代码评测：repository(abstract)；分类 cs.LG

2109.07815 2022-03-29 cs.LG 57%

Probability-driven scoring functions in combining linear classifiers

Pawel Trajdos, Robert Burduk

专题命中代码评测：repository(abstract)；分类 cs.LG

2111.05781 2022-03-23 cs.CR cs.SE 57%

MAJORCA: Multi-Architecture JOP and ROP Chain Assembler

Alexey Nurmukhametov, Alexey Vishnyakov, Vlada Logunova, Shamil Kurmangaleev

专题命中代码评测：code generation(abstract)；分类 cs.SE

Journal ref 2021 Ivannikov ISPRAS Open Conference (ISPRAS), IEEE, 2021, pp. 37-46

2109.12068 2022-03-16 cs.CL 57%

AraT5: Text-to-Text Transformers for Arabic Language Generation

El Moatez Billah Nagoudi, AbdelRahim Elmadany, Muhammad Abdul-Mageed

专题命中代码评测：repository(abstract)；分类 cs.CL

Comments Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL 2022). All authors contributed equally

2006.07856 2022-03-03 cs.LG stat.ML 57%

The OARF Benchmark Suite: Characterization and Implications for Federated Learning Systems

Sixu Hu, Yuan Li, Xu Liu, Qinbin Li, Zhaomin Wu, Bingsheng He

专题命中代码评测：repository(abstract)；分类 cs.LG

Comments ACM Transactions on Intelligent Systems and Technology, Vol. 13, No. 4, Article 63

2202.10381 2022-02-22 cs.AI 57%

Rule Mining over Knowledge Graphs via Reinforcement Learning

Lihan Chen, Sihang Jiang, Jingping Liu, Chao Wang, Sheng Zhang, Chenhao Xie, Jiaqing Liang, Yanghua Xiao, Rui Song

专题命中代码评测：repository(abstract)；分类 cs.AI

Comments Knowledge-Based Systems

Journal ref KNOSYS_108371, 2022

2202.07682 2022-02-17 cs.HC cs.SE 57%

Better Together? An Evaluation of AI-Supported Code Translation

Justin D. Weisz, Michael Muller, Steven I. Ross, Fernando Martinez, Stephanie Houde, Mayank Agarwal, Kartik Talamadupula, John T. Richards

专题命中代码评测：code model(abstract)；分类 cs.SE

Comments 35 pages, 3 figures. To be published in IUI 2022

2201.06494 2022-01-19 cs.AI cs.CV 57%

AugLy: Data Augmentations for Robustness

Zoe Papakipos, Joanna Bitton

专题命中代码评测：repository(abstract)；分类 cs.AI

2112.05459 2021-12-13 cs.CL 57%

Sentiment Analysis on Brazilian Portuguese User Reviews

Frederico Souza, João Filho

专题命中代码评测：repository(abstract)；分类 cs.CL

Comments 6 pages, 2 figures, 6 tables. Accepted and presented at IEEE Latin American Conference on Computational Intelligence (LA-CCI 2021), but not yet published

2010.03324 2021-11-22 cs.LG eess.SP 57%

Automated Human Activity Recognition by Colliding Bodies Optimization-based Optimal Feature Selection with Recurrent Neural Network

Pankaj Khatiwada, Ayan Chatterjee, Matrika Subedi

专题命中代码评测：repository(abstract)；分类 cs.LG

2012.06157 2021-11-17 cs.AI 57%

Fairness in Rating Prediction by Awareness of Verbal and Gesture Quality of Public Speeches

Ankani Chattoraj, Rupam Acharyya, Shouman Das, Md. Iftekhar Tanveer, Ehsan Hoque

专题命中代码评测：repository(abstract)；分类 cs.AI

2110.15136 2021-10-29 cs.LG 57%

Aggregation as Unsupervised Learning and its Evaluation

Maria Ulan, Welf Löwe, Morgan Ericsson, Anna Wingkvist

专题命中代码评测：repository(abstract)；分类 cs.LG

Comments 13 pages, 8 figures

2106.06257 2021-10-12 cs.LG 57%

HPO-B: A Large-Scale Reproducible Benchmark for Black-Box HPO based on OpenML

Sebastian Pineda Arango, Hadi S. Jomaa, Martin Wistuba, Josif Grabocka

专题命中代码评测：repository(abstract)；分类 cs.LG

Comments 10 pages

2109.13420 2021-09-29 cs.CV cs.AI 57%

Evaluation of Deep Neural Network Domain Adaptation Techniques for Image Recognition

Alan Preciado-Grijalva, Venkata Santosh Sai Ramireddy Muthireddy

专题命中代码评测：repository(abstract)；分类 cs.AI

2109.03154 2021-09-15 cs.IR cs.CY cs.LG 57%

PEEK: A Large Dataset of Learner Engagement with Educational Videos

Sahan Bulathwela, Maria Perez-Ortiz, Erik Novak, Emine Yilmaz, John Shawe-Taylor

专题命中代码评测：repository(abstract)；分类 cs.LG

Comments To be published at ORSUM '21: 4th Workshop on Online Recommender Systems and User Modeling at ACM RecSys 2021

2104.06575 2021-09-14 cond-mat.mtrl-sci cs.CG cs.LG 57%

Five Degree-of-Freedom Property Interpolation of Arbitrary Grain Boundaries via Voronoi Fundamental Zone Octonion Framework

Sterling G. Baird, Eric R. Homer, David T. Fullwood, Oliver K. Johnson

专题命中代码评测：repository(abstract)；分类 cs.LG

Comments main: 22 pages, 10 figures; appendices: 5 pages, 3 figures; supp: 13 pages, 12 figures

2004.09546 2021-08-26 cs.LG stat.ML 57%

A Benchmark Study on Time Series Clustering

Ali Javed, Byung Suk Lee, Dona M. Rizzo

专题命中代码评测：repository(abstract)；分类 cs.LG

Comments Typos corrected, figures resolution changed

Journal ref Machine Learning with Applications, 1:100001, 2020

2107.03374 2021-07-15 cs.LG 57%

Evaluating Large Language Models Trained on Code

Mark Chen, Jerry Tworek, Heewoo Jun, Qiming Yuan, Henrique Ponde de Oliveira Pinto, Jared Kaplan, Harri Edwards, Yuri Burda, Nicholas Joseph, Greg Brockman, Alex Ray, Raul Puri, Gretchen Krueger, Michael Petrov, Heidy Khlaaf, Girish Sastry, Pamela Mishkin, Brooke Chan, Scott Gray, Nick Ryder, Mikhail Pavlov, Alethea Power, Lukasz Kaiser, Mohammad Bavarian, Clemens Winter, Philippe Tillet, Felipe Petroski Such, Dave Cummings, Matthias Plappert, Fotios Chantzis, Elizabeth Barnes, Ariel Herbert-Voss, William Hebgen Guss, Alex Nichol, Alex Paino, Nikolas Tezak, Jie Tang, Igor Babuschkin, Suchir Balaji, Shantanu Jain, William Saunders, Christopher Hesse, Andrew N. Carr, Jan Leike, Josh Achiam, Vedant Misra, Evan Morikawa, Alec Radford, Matthew Knight, Miles Brundage, Mira Murati, Katie Mayer, Peter Welinder, Bob McGrew, Dario Amodei, Sam McCandlish, Ilya Sutskever, Wojciech Zaremba

专题命中代码评测：code generation(abstract)；分类 cs.LG

Comments corrected typos, added references, added authors, added acknowledgements

2106.07474 2021-07-06 cs.LG 57%

Discovering Interpretable Machine Learning Models in Parallel Coordinates

Boris Kovalerchuk, Dustin Hayes

专题命中代码评测：repository(abstract)；分类 cs.LG

Comments 8 pages, 18 figures

2101.01785 2021-06-24 cs.CL 57%

ARBERT & MARBERT: Deep Bidirectional Transformers for Arabic

Muhammad Abdul-Mageed, AbdelRahim Elmadany, El Moatez Billah Nagoudi

专题命中代码评测：repository(abstract)；分类 cs.CL

Comments All authors contributed equally. The order is alphabetical

Journal ref ACL-2021 camera ready version

2106.05830 2021-06-11 cs.CL 57%

A Template-guided Hybrid Pointer Network for Knowledge-basedTask-oriented Dialogue Systems

Dingmin Wang, Ziyao Chen, Wanwei He, Li Zhong, Yunzhe Tao, Min Yang

专题命中代码评测：repository(abstract)；分类 cs.CL

Comments DialDoc workshop@ACL-IJCNLP-2021

1911.03047 2021-05-19 cs.CL 57%

Contrastive Multi-document Question Generation

Woon Sang Cho, Yizhe Zhang, Sudha Rao, Asli Celikyilmaz, Chenyan Xiong, Jianfeng Gao, Mengdi Wang, Bill Dolan

专题命中代码评测：repository(abstract)；分类 cs.CL

Comments EACL 2021

2012.06921 2021-05-17 cs.LG 57%

Learning Symbolic Expressions via Gumbel-Max Equation Learner Networks

Gang Chen

专题命中代码评测：repository(abstract)；分类 cs.LG

2103.03846 2021-03-11 cs.SE 57%

Anomalicious: Automated Detection of Anomalous and Potentially Malicious Commits on GitHub

Danielle Gonzalez, Thomas Zimmermann, Patrice Godefroid, Max Schaefer

专题命中代码评测：repository(abstract)；分类 cs.SE

Comments 10 pages, 3 figures, 3 tables. To appear at the 2021 International Conference on Software Engineering (ICSE), Software Engineering in Practice (SEiP) track

2103.04530 2021-03-10 eess.SP cs.LG 57%

Weather Analogs with a Machine Learning Similarity Metric for Renewable Resource Forecasting

Weiming Hu, Guido Cervone, George Young, Luca Delle Monache

专题命中代码评测：repository(abstract)；分类 cs.LG

Comments 32 pages, 9 figures

2102.11314 2021-02-24 cs.AI cs.CY cs.IR 57%

Distributed Application of Guideline-Based Decision Support through Mobile Devices: Implementation and Evaluation

Erez Shalom, Ayelet Goldstein, Elior Ariel, Moshe Sheinberger, Valerie Jones, Boris Van Schooten, Yuval Shahar

专题命中代码评测：repository(abstract)；分类 cs.AI

Comments 8 Tables and 16 figures in the main text; two Appendices, one including 1 figure, the other including 3 figures

2011.01844 2020-12-16 cs.LG cs.CV 57%

A Comprehensive Study of Class Incremental Learning Algorithms for Visual Tasks

Eden Belouadah, Adrian Popescu, Ioannis Kanellos

专题命中代码评测：repository(abstract)；分类 cs.LG

Comments Accepted for publication in the Elsevier's Neural Networks journal

1503.03148 2020-11-23 cs.LG stat.ML 57%

A Neurodynamical System for finding a Minimal VC Dimension Classifier

Jayadeva, Sumit Soman, Amit Bhaya

专题命中代码评测：repository(abstract)；分类 cs.LG

Comments 15 pages, 3 figures

Journal ref Neural Networks, Volume 132, 2020, Pages 405-415

1. 代码评测 1740 篇

UNICON: Combating Label Noise Through Uniform Selection and Contrastive Learning

PSDoodle: Fast App Screen Search via Partial Screen Doodle

pmuBAGE: The Benchmarking Assortment of Generated PMU Data for Power System Events -- Part I: Overview and Results

Probability-driven scoring functions in combining linear classifiers

MAJORCA: Multi-Architecture JOP and ROP Chain Assembler

AraT5: Text-to-Text Transformers for Arabic Language Generation

The OARF Benchmark Suite: Characterization and Implications for Federated Learning Systems

Rule Mining over Knowledge Graphs via Reinforcement Learning

Better Together? An Evaluation of AI-Supported Code Translation

AugLy: Data Augmentations for Robustness

Sentiment Analysis on Brazilian Portuguese User Reviews

Automated Human Activity Recognition by Colliding Bodies Optimization-based Optimal Feature Selection with Recurrent Neural Network

Fairness in Rating Prediction by Awareness of Verbal and Gesture Quality of Public Speeches

Aggregation as Unsupervised Learning and its Evaluation

HPO-B: A Large-Scale Reproducible Benchmark for Black-Box HPO based on OpenML

Evaluation of Deep Neural Network Domain Adaptation Techniques for Image Recognition

PEEK: A Large Dataset of Learner Engagement with Educational Videos

Five Degree-of-Freedom Property Interpolation of Arbitrary Grain Boundaries via Voronoi Fundamental Zone Octonion Framework

A Benchmark Study on Time Series Clustering

Evaluating Large Language Models Trained on Code

Discovering Interpretable Machine Learning Models in Parallel Coordinates

ARBERT & MARBERT: Deep Bidirectional Transformers for Arabic

A Template-guided Hybrid Pointer Network for Knowledge-basedTask-oriented Dialogue Systems

Contrastive Multi-document Question Generation

Learning Symbolic Expressions via Gumbel-Max Equation Learner Networks

Anomalicious: Automated Detection of Anomalous and Potentially Malicious Commits on GitHub

Weather Analogs with a Machine Learning Similarity Metric for Renewable Resource Forecasting

Distributed Application of Guideline-Based Decision Support through Mobile Devices: Implementation and Evaluation

A Comprehensive Study of Class Incremental Learning Algorithms for Visual Tasks

A Neurodynamical System for finding a Minimal VC Dimension Classifier