代码大模型 / AI 编程 - arXivDaily 专题

2008.00279 2020-08-04 cs.IR cs.CL 57%

An Empirical Study of Clarifying Question-Based Systems

Jie Zou, Evangelos Kanoulas, Yiqun Liu

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

Comments Parts of content are published on CIKM 2020

2005.05930 2020-07-13 cs.LG cs.CV cs.NE stat.ML 57%

Localized convolutional neural networks for geospatial wind forecasting

Arnas Uselis, Mantas Lukoševičius, Lukas Stasytis

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

Journal ref Energies, 13 (13), pp. 3440, 2020

2005.00113 2020-07-01 cs.LG stat.ML 57%

Challenges in Benchmarking Stream Learning Algorithms with Real-world Data

Vinicius M. A. Souza, Denis M. dos Reis, Andre G. Maletzke, Gustavo E. A. P. A. Batista

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

Comments Preprint of article accepted for publication in the journal Data Mining and Knowledge Discovery

2006.11719 2020-06-23 cs.IR cs.CL 57%

Match$^2$: A Matching over Matching Model for Similar Question Identification

Zizhen Wang, Yixing Fan, Jiafeng Guo, Liu Yang, Ruqing Zhang, Yanyan Lan, Xueqi Cheng, Hui Jiang, Xiaozhao Wang

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

Comments Accepted by SIGIR 2020. 10 pages

1911.11433 2020-05-22 cs.LG cs.CV cs.IR eess.IV stat.ML 57%

"You might also like this model": Data Driven Approach for Recommending Deep Learning Models for Unknown Image Datasets

Ameya Prabhu, Riddhiman Dasgupta, Anush Sankaran, Srikanth Tamilselvam, Senthil Mani

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

Comments NeurIPS 2019, New in ML Group

2005.01654 2020-05-14 cs.CR cs.AI 57%

Learning the Associations of MITRE ATT&CK Adversarial Techniques

Rawan Al-Shaer, Jonathan M. Spring, Eliana Christou

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

Comments 13 pages, 15 figures. Pre-print / expanded version of paper accepted for publication at IEEE CNS 2020

2003.09758 2020-03-24 cs.LG cs.DB stat.ML 57%

ARDA: Automatic Relational Data Augmentation for Machine Learning

Nadiia Chepurko, Ryan Marcus, Emanuel Zgraggen, Raul Castro Fernandez, Tim Kraska, David Karger

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

1912.00965 2020-03-04 cs.LG stat.ML 57%

AP-Perf: Incorporating Generic Performance Metrics in Differentiable Learning

Rizal Fathony, J. Zico Kolter

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

Comments Appears in the Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics (AISTATS) 2020

2003.00584 2020-03-03 cs.SE cs.DB cs.PF 57%

Change Point Detection in Software Performance Testing

David Daly, William Brown, Henrik Ingo, Jim O'Leary, David Bradford

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

1902.03453 2020-02-21 cs.LG stat.ML 57%

Distance metric learning based on structural neighborhoods for dimensionality reduction and classification performance improvement

Mostafa Razavi Ghods, Mohammad Hossein Moattar, Yahya Forghani

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

Comments 30 pages, 5 figures

2001.02639 2020-02-05 cs.HC cs.SE 57%

On the Evaluation of Intelligent Process Automation

Deborah Ferreira, Julia Rozanova, Krishna Dubba, Dell Zhang, Andre Freitas

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

Comments Submitted to the AAAI-20 Workshop on Intelligent Process Automation

2001.10723 2020-01-30 cs.PL cs.LO 57%

Concise Read-Only Specifications for Better Synthesis of Programs with Pointers -- Extended Version

Andreea Costea, Amy Zhu, Nadia Polikarpova, Ilya Sergey

专题命中代码评测：program synthesis(abstract)；分类 cs.PL

1912.12637 2020-01-01 math.OC cs.LG 57%

DEFT-FUNNEL: an open-source global optimization solver for constrained grey-box and black-box problems

Phillipe R. Sampaio

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

1912.05530 2019-12-12 cs.CY cs.AI 57%

Adverse Childhood Experiences Ontology for Mental Health Surveillance, Research, and Evaluation: Advanced Knowledge Representation and Semantic Web Techniques

Jon Hael Brenas, Eun Kyong Shin, Arash Shaban-Nejad

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

Comments 11 Pages, 10 figures

Journal ref JMIR Ment Health. 2019 May 21;6(5):e13498

1904.09416 2019-12-09 cs.SE 57%

An Analysis of 35+ Million Jobs of Travis CI

Thomas Durieux, Rui Abreu, Martin Monperrus, Tegawendé F. Bissyandé, Luís Cruz

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

Journal ref Proceedings of the International Conference on Software Maintenance and Evolution (ICSME), 2019

1911.00896 2019-11-05 cs.LG stat.ML 57%

Generalized Learning with Rejection for Classification and Regression Problems

Amina Asif, Fayyaz ul Amir Afsar Minhas

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

1910.13764 2019-10-31 eess.SY cs.SE cs.SY eess.SP 57%

Software Framework for Tribotronic Systems

Jarno Kansanaho, Tommi Kärkkäinen

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

1910.09313 2019-10-22 cs.IR cs.DL cs.LG stat.ML 57%

Using Supervised Learning to Classify Metadata of Research Data by Discipline of Research

Tobias Weber, Dieter Kranzlmüller, Michael Fromm, Nelson Tavares de Sousa

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

1904.09068 2019-08-27 cs.IR cs.CL 57%

A Hybrid Retrieval-Generation Neural Conversation Model

Liu Yang, Junjie Hu, Minghui Qiu, Chen Qu, Jianfeng Gao, W. Bruce Croft, Xiaodong Liu, Yelong Shen, Jingjing Liu

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

Comments Accepted as a Full Paper in CIKM 2019. 10 pages

1908.08856 2019-08-26 eess.IV cs.CV cs.LG 57%

Assessing Knee OA Severity with CNN attention-based end-to-end architectures

Marc Górriz, Joseph Antony, Kevin McGuinness, Xavier Giró-i-Nieto, Noel E. O'Connor

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

Comments Proceedings of the 2nd International Conference on Medical Imaging with Deep Learning

Journal ref Proceedings of The 2nd International Conference on Medical Imaging with Deep Learning, PMLR 102:197-214, 2019

1907.05943 2019-07-16 cs.LG stat.ML 57%

A Study and Analysis of a Feature Subset Selection Technique using Penguin Search Optimization Algorithm (FS-PeSOA)

Agnip Dasgupta, Ardhendu Banerjee, Aniket Ghosh Dastidar, Antara Barman, Sanjay Chakraborty

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

1906.06151 2019-06-17 eess.IV cs.CV cs.LG stat.ML 57%

Landslide Geohazard Assessment With Convolutional Neural Networks Using Sentinel-2 Imagery Data

Silvia L. Ullo, Maximillian S. Langenkamp, Tuomas P. Oikarinen, Maria P. Del Rosso, Alessandro Sebastianelli, Federica Piccirillo, Stefania Sica

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

Comments 4 pages, 3 figures, 1 table, accepted to 2019 IEEE IGARSS Conference that will be held in Japan next July

1905.13658 2019-06-03 cs.LG stat.ML 57%

Ordinal Regression as Structured Classification

Niall Twomey, Rafael Poyiadzi, Callum Mann, Raúl Santos-Rodríguez

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

1904.10400 2019-04-24 cs.NE cs.LG stat.ML 57%

Efficient single input-output layer spiking neural classifier with time-varying weight model

Abeegithan Jeyasothy, Savitha Ramasamy, Suresh Sundaram

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

Comments 8 pages, 2 figures

1903.06348 2019-03-18 cs.SE 57%

Automatically Generating Documentation for Lambda Expressions in Java

Anwar Alqaimi, Patanamon Thongtanunam, Christoph Treude

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

Comments to appear as full paper at MSR 2019, the 16th International Conference on Mining Software Repositories

1903.00711 2019-03-06 cs.LG stat.ML 57%

neuralRank: Searching and ranking ANN-based model repositories

Nirmit Desai, Linsong Chu, Raghu K. Ganti, Sebastian Stein, Mudhakar Srivatsa

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

1902.03825 2019-02-26 cs.LG cs.CY stat.ML 57%

Prediction of Malignant & Benign Breast Cancer: A Data Mining Approach in Healthcare Applications

Vivek Kumar, Brojo Kishore Mishra, Manuel Mazzara, Dang N. H. Thanh, Abhishek Verma

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

Comments 8 Pages, 2 Figures, 4 Tables. Conference- Advances in Data Science and Management - Proceedings of ICDSM 2019 To be published with- Springer, Lecture Notes on Data Engineering and Communications Technologies series

1902.07818 2019-02-22 cs.PL 57%

Proceedings Fifth International Workshop on Rewriting Techniques for Program Transformations and Evaluation

Joachim Niehren, David Sabel

专题命中代码评测：program synthesis(abstract)；分类 cs.PL

Journal ref EPTCS 289, 2019

1703.08283 2018-11-26 cs.LG 57%

Experimental Identification of Hard Data Sets for Classification and Feature Selection Methods with Insights on Method Selection

Cuiju Luan, Guozhu Dong

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

Comments 18 pages, 3 figures, 12 tables

1704.01544 2018-08-07 cs.SE 57%

RefDiff: Detecting Refactorings in Version Histories

Danilo Silva, Marco Tulio Valente

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

Comments Paper accepted at 14th International Conference on Mining Software Repositories (MSR), pages 1-11, 2017

1. 代码评测 1729 篇

An Empirical Study of Clarifying Question-Based Systems

Localized convolutional neural networks for geospatial wind forecasting

Challenges in Benchmarking Stream Learning Algorithms with Real-world Data

Match$^2$: A Matching over Matching Model for Similar Question Identification

"You might also like this model": Data Driven Approach for Recommending Deep Learning Models for Unknown Image Datasets

Learning the Associations of MITRE ATT&CK Adversarial Techniques

ARDA: Automatic Relational Data Augmentation for Machine Learning

AP-Perf: Incorporating Generic Performance Metrics in Differentiable Learning

Change Point Detection in Software Performance Testing

Distance metric learning based on structural neighborhoods for dimensionality reduction and classification performance improvement

On the Evaluation of Intelligent Process Automation

Concise Read-Only Specifications for Better Synthesis of Programs with Pointers -- Extended Version

DEFT-FUNNEL: an open-source global optimization solver for constrained grey-box and black-box problems

Adverse Childhood Experiences Ontology for Mental Health Surveillance, Research, and Evaluation: Advanced Knowledge Representation and Semantic Web Techniques

An Analysis of 35+ Million Jobs of Travis CI

Generalized Learning with Rejection for Classification and Regression Problems

Software Framework for Tribotronic Systems

Using Supervised Learning to Classify Metadata of Research Data by Discipline of Research

A Hybrid Retrieval-Generation Neural Conversation Model

Assessing Knee OA Severity with CNN attention-based end-to-end architectures

A Study and Analysis of a Feature Subset Selection Technique using Penguin Search Optimization Algorithm (FS-PeSOA)

Landslide Geohazard Assessment With Convolutional Neural Networks Using Sentinel-2 Imagery Data

Ordinal Regression as Structured Classification

Efficient single input-output layer spiking neural classifier with time-varying weight model

Automatically Generating Documentation for Lambda Expressions in Java

neuralRank: Searching and ranking ANN-based model repositories

Prediction of Malignant & Benign Breast Cancer: A Data Mining Approach in Healthcare Applications

Proceedings Fifth International Workshop on Rewriting Techniques for Program Transformations and Evaluation

Experimental Identification of Hard Data Sets for Classification and Feature Selection Methods with Insights on Method Selection

RefDiff: Detecting Refactorings in Version Histories