代码大模型 / AI 编程 - arXivDaily 专题

2210.07197 2022-10-14 cs.CL 57%

Towards a Unified Multi-Dimensional Evaluator for Text Generation

Ming Zhong, Yang Liu, Da Yin, Yuning Mao, Yizhu Jiao, Pengfei Liu, Chenguang Zhu, Heng Ji, Jiawei Han

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

Comments EMNLP 2022

2209.13978 2022-09-29 cs.SE 57%

Feature Sets in Just-in-Time Defect Prediction: An Empirical Evaluation

Peter Bludau, Alexander Pretschner

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

Comments 10 pages, 3 figures, accepted at the 18th edition of the International Conference on Predictive Models and Data Analytics in Software Engineering (PROMISE'22)

2209.10542 2022-09-23 cs.LG 57%

A Tent Lévy Flying Sparrow Search Algorithm for Feature Selection: A COVID-19 Case Study

Qinwen Yang, Yuelin Gao, Yanjie Song

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

2207.10128 2022-09-13 cs.LG cs.SI 57%

Towards Better Evaluation for Dynamic Link Prediction

Farimah Poursafaei, Shenyang Huang, Kellin Pelrine, Reihaneh Rabbany

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

2208.08603 2022-08-29 cs.SE 57%

An Empirical Evaluation of Competitive Programming AI: A Case Study of AlphaCode

Sila Lertbanjongngam, Bodin Chinthanet, Takashi Ishio, Raula Gaikovina Kula, Pattara Leelaprute, Bundit Manaskasemsak, Arnon Rungsawang, Kenichi Matsumoto

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

Comments Accepted to the 16th International Workshop on Software Clones (IWSC 2022)

2208.08265 2022-08-18 stat.ML cs.LG 57%

Semi-Supervised Anomaly Detection Based on Quadratic Multiform Separation

Ko-Hui Michael Fan, Chih-Chung Chang, Kuang-Hsiao-Yin Kongguoluo

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

2208.06692 2022-08-16 cs.CR cs.LG 57%

BinBert: Binary Code Understanding with a Fine-tunable and Execution-aware Transformer

Fiorella Artuso, Marco Mormando, Giuseppe A. Di Luna, Leonardo Querzoni

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

2204.07276 2022-08-04 cs.LG cs.MS stat.ML 57%

auton-survival: an Open-Source Package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Event Data

Chirag Nagpal, Willa Potosnak, Artur Dubrawski

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

2207.12503 2022-08-03 cs.LG 57%

Benchmark time series data sets for PyTorch -- the torchtime package

Philip Darke, Paolo Missier, Jaume Bacardit

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

Comments 15 pages

2106.03898 2022-07-26 hep-ex cs.LG hep-ph 57%

SPANet: Generalized Permutationless Set Assignment for Particle Physics using Symmetry Preserving Attention

Alexander Shmakov, Michael James Fenton, Ta-Wei Ho, Shih-Chieh Hsu, Daniel Whiteson, Pierre Baldi

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

Comments published in SciPost

Journal ref SciPost Phys. 12, 178 (2022)

2207.07208 2022-07-18 cs.LG 57%

Provably Adversarially Robust Nearest Prototype Classifiers

Václav Voráček, Matthias Hein

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

Comments Accepted at ICML 2022

2008.09167 2022-07-05 cs.LG cs.RO stat.ML 57%

Imitation Learning with Sinkhorn Distances

Georgios Papagiannis, Yunpeng Li

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

Comments Published as a conference paper at ECML PKDD 2022

Journal ref ECML PKDD 2022

2109.13099 2022-06-29 cs.SE 57%

Clone-based code method usage pattern mining

Zhipeng Xue, Yuanliang Zhang, Rulin Xu

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

Comments 5 pages, accepted by ICPC2022-ERA

2205.02599 2022-06-27 cs.SE 57%

Applicability of Software Reliability Growth Models to Open Source Software

Radoslav Micko, Stanislav Chren, Bruno Rossi

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

1909.11977 2022-06-07 cs.LG cs.NE 57%

Stochastic Weight Matrix-based Regularization Methods for Deep Neural Networks

Patrik Reizinger, Bálint Gyires-Tóth

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

Comments Preprint of an LOD 2019 conference paper, 12 pages, 5 figures

Journal ref Springer LNCS. 11943 (2020) 45-57

2107.04911 2022-05-17 cs.LG 57%

Learning Concept Lengths Accelerates Concept Learning in ALC

N'Dah Jean Kouagou, Stefan Heindorf, Caglar Demir, Axel-Cyrille Ngonga Ngomo

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

Comments 15 pages, 2 figures, 7 tables

2205.04032 2022-05-10 cs.LG cs.GR 57%

Interpretable Machine Learning for Self-Service High-Risk Decision-Making

Charles Recaido, Boris Kovalerchuk

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

Comments 8 pages, 19 figures, 2 tables

2205.03318 2022-05-09 stat.ML cs.LG econ.EM 57%

Benchmarking Econometric and Machine Learning Methodologies in Nowcasting

Daniel Hopp

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

2201.06223 2022-05-03 cs.CL 57%

Korean-Specific Dataset for Table Question Answering

Changwook Jun, Jooyoung Choi, Myoseop Sim, Hyun Kim, Hansol Jang, Kyungkoo Min

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

Comments 7 pages including references and 4 figures

2112.00133 2022-05-02 cs.LG cs.CV 57%

PokeBNN: A Binary Pursuit of Lightweight Accuracy

Yichi Zhang, Zhiru Zhang, Lukasz Lew

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

Comments Accepted to CVPR 2022

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

1. 代码评测 1729 篇

Towards a Unified Multi-Dimensional Evaluator for Text Generation

Feature Sets in Just-in-Time Defect Prediction: An Empirical Evaluation

A Tent Lévy Flying Sparrow Search Algorithm for Feature Selection: A COVID-19 Case Study

Towards Better Evaluation for Dynamic Link Prediction

An Empirical Evaluation of Competitive Programming AI: A Case Study of AlphaCode

Semi-Supervised Anomaly Detection Based on Quadratic Multiform Separation

BinBert: Binary Code Understanding with a Fine-tunable and Execution-aware Transformer

auton-survival: an Open-Source Package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Event Data

Benchmark time series data sets for PyTorch -- the torchtime package

SPANet: Generalized Permutationless Set Assignment for Particle Physics using Symmetry Preserving Attention

Provably Adversarially Robust Nearest Prototype Classifiers

Imitation Learning with Sinkhorn Distances

Clone-based code method usage pattern mining

Applicability of Software Reliability Growth Models to Open Source Software

Stochastic Weight Matrix-based Regularization Methods for Deep Neural Networks

Learning Concept Lengths Accelerates Concept Learning in ALC

Interpretable Machine Learning for Self-Service High-Risk Decision-Making

Benchmarking Econometric and Machine Learning Methodologies in Nowcasting

Korean-Specific Dataset for Table Question Answering

PokeBNN: A Binary Pursuit of Lightweight Accuracy

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