代码大模型 / AI 编程 - arXivDaily 专题

2309.14307 2023-09-27 cs.LG 57%

A post-selection algorithm for improving dynamic ensemble selection methods

Paulo R. G. Cordeiro, George D. C. Cavalcanti, Rafael M. O. Cruz

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

Journal ref 2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC)

2209.13288 2023-09-19 cs.CR cs.SE 57%

A Benchmark Comparison of Python Malware Detection Approaches

Duc-Ly Vu, Zachary Newman, John Speed Meyers

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

Comments 12 pages, 3 figures, 3 tables

2304.06623 2023-09-18 cs.CL 57%

Exploring the State of the Art in Legal QA Systems

Abdelrahman Abdallah, Bhawna Piryani, Adam Jatowt

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

Journal ref J Big Data 10, 127 (2023)

2305.02691 2023-08-28 cs.LG cs.SI 57%

PGB: A PubMed Graph Benchmark for Heterogeneous Network Representation Learning

Eric W Lee, Joyce C Ho

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

2308.03043 2023-08-14 cs.CL 57%

3D-EX : A Unified Dataset of Definitions and Dictionary Examples

Fatemah Almeman, Hadi Sheikhi, Luis Espinosa-Anke

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

Comments 11 pages (including references pages), 9 tables, and 1 figure. This paper is submitted to RANLP2023

2307.16364 2023-08-01 cs.HC cs.AI 57%

Promptly: Using Prompt Problems to Teach Learners How to Effectively Utilize AI Code Generators

Paul Denny, Juho Leinonen, James Prather, Andrew Luxton-Reilly, Thezyrie Amarouche, Brett A. Becker, Brent N. Reeves

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

2307.09795 2023-07-20 cs.SD cs.CV cs.LG eess.AS 57%

From West to East: Who can understand the music of the others better?

Charilaos Papaioannou, Emmanouil Benetos, Alexandros Potamianos

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

2307.08881 2023-07-19 cs.SI cs.LG 57%

Examining the Effects of Degree Distribution and Homophily in Graph Learning Models

Mustafa Yasir, John Palowitch, Anton Tsitsulin, Long Tran-Thanh, Bryan Perozzi

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

Comments Accepted to Workshop on Graph Learning Benchmarks at KDD 2023

2307.06860 2023-07-14 cs.SD cs.LG eess.AS 57%

AnuraSet: A dataset for benchmarking Neotropical anuran calls identification in passive acoustic monitoring

Juan Sebastián Cañas, Maria Paula Toro-Gómez, Larissa Sayuri Moreira Sugai, Hernán Darío Benítez Restrepo, Jorge Rudas, Breyner Posso Bautista, Luís Felipe Toledo, Simone Dena, Adão Henrique Rosa Domingos, Franco Leandro de Souza, Selvino Neckel-Oliveira, Anderson da Rosa, Vítor Carvalho-Rocha, José Vinícius Bernardy, José Luiz Massao Moreira Sugai, Carolina Emília dos Santos, Rogério Pereira Bastos, Diego Llusia, Juan Sebastián Ulloa

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

2306.04668 2023-06-19 eess.IV cs.CV cs.LG 57%

SMRVIS: Point cloud extraction from 3-D ultrasound for non-destructive testing

Lisa Y. W. Tang

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

2306.09105 2023-06-16 cs.LG 57%

Performance Evaluation and Comparison of a New Regression Algorithm

Sabina Gooljar, Kris Manohar, Patrick Hosein

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

Comments 8 pages, 2 figures, In Proceedings of the 12th International Conference on Data Science, Technology and Applications July 2023

2212.10534 2023-06-07 cs.CL 57%

DISCO: Distilling Counterfactuals with Large Language Models

Zeming Chen, Qiyue Gao, Antoine Bosselut, Ashish Sabharwal, Kyle Richardson

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

Comments ACL 2023 camera ready, final title change

1306.0762 2023-05-08 cs.SE 57%

Detecting Missing Method Calls as Violations of the Majority Rule

Martin Monperrus, Mira Mezini

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

Journal ref ACM Transactions on Software Engineering and Methodology, 2013

2210.01185 2023-05-04 cs.CL 57%

ContraCLM: Contrastive Learning For Causal Language Model

Nihal Jain, Dejiao Zhang, Wasi Uddin Ahmad, Zijian Wang, Feng Nan, Xiaopeng Li, Ming Tan, Ramesh Nallapati, Baishakhi Ray, Parminder Bhatia, Xiaofei Ma, Bing Xiang

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

Comments 10 pages

Journal ref ACL 2023

2302.14293 2023-04-26 cs.SE 57%

Large-Scale Evaluation of Method-Level Bug Localization with FinerBench4BL

Shizuka Tsumita, Shinpei Hayashi, Sousuke Amasaki

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

Comments 10 pages, SANER 2023

Journal ref Proceedings of the 30th IEEE International Conference on Software Analysis, Evolution and Reengineering, 815-824, 2023

2303.14935 2023-03-28 cs.CV cs.CL 57%

TabIQA: Table Questions Answering on Business Document Images

Phuc Nguyen, Nam Tuan Ly, Hideaki Takeda, Atsuhiro Takasu

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

Comments First two authors contributed equally

2303.13483 2023-03-24 cs.CV cs.AI 57%

NS3D: Neuro-Symbolic Grounding of 3D Objects and Relations

Joy Hsu, Jiayuan Mao, Jiajun Wu

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

Comments In CVPR 2023

2303.05416 2023-03-10 cs.CV cs.AI 57%

FaceXHuBERT: Text-less Speech-driven E(X)pressive 3D Facial Animation Synthesis Using Self-Supervised Speech Representation Learning

Kazi Injamamul Haque, Zerrin Yumak

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

Comments 13 pages, 4 figures, code included

2209.15420 2023-03-02 stat.ML cs.LG math.ST stat.TH 57%

Ensemble-based gradient inference for particle methods in optimization and sampling

Claudia Schillings, Claudia Totzeck, Philipp Wacker

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

2302.11985 2023-02-24 cs.SE 57%

Automatic Detecting Unethical Behavior in Open-source Software Projects

Hsu Myat Win, Haibo Wang, Shin Hwei Tan

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

Comments 11 pages

2204.09486 2023-02-23 q-bio.BM cs.LG 57%

Graph neural networks and attention-based CNN-LSTM for protein classification

Zhuangwei Shi, Bo Li

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

Comments Briefings of project outcomes about deep learning on protein classification

2108.08647 2023-02-01 cs.LG 57%

Multi-Center Federated Learning: Clients Clustering for Better Personalization

Guodong Long, Ming Xie, Tao Shen, Tianyi Zhou, Xianzhi Wang, Jing Jiang, Chengqi Zhang

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

Comments I have a duplicated arXiv versions for this paper that are 2108.08647 and 2005.01026. The 2108.08647 is a wrong version. I need use the 2005.01026 that has the most of citations of this work. I will withdraw this submission from 2108.08647, and then resubmit to 2005.01026. Sorry for causing confusion

Journal ref World Wide Web 26(2023)481-500

2206.13932 2023-01-16 cs.LG cs.CG cs.CV cs.GR eess.IV 57%

Discrete Morse Sandwich: Fast Computation of Persistence Diagrams for Scalar Data -- An Algorithm and A Benchmark

Pierre Guillou, Jules Vidal, Julien Tierny

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

2003.00982 2022-12-29 cs.LG stat.ML 57%

Benchmarking Graph Neural Networks

Vijay Prakash Dwivedi, Chaitanya K. Joshi, Anh Tuan Luu, Thomas Laurent, Yoshua Bengio, Xavier Bresson

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

Comments Benchmarking framework on GitHub at https://github.com/graphdeeplearning/benchmarking-gnns

Journal ref Journal of Machine Learning Research (JMLR), 2022

2205.14297 2022-11-30 cs.CV cs.LG 57%

Fake It Till You Make It: Towards Accurate Near-Distribution Novelty Detection

Hossein Mirzaei, Mohammadreza Salehi, Sajjad Shahabi, Efstratios Gavves, Cees G. M. Snoek, Mohammad Sabokrou, Mohammad Hossein Rohban

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

2211.12419 2022-11-23 cs.LG cs.CV 57%

Accuracy Prediction for NAS Acceleration using Feature Selection and Extrapolation

Tal Hakim

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

2211.09569 2022-11-18 cs.CV cs.LG 57%

DeepVoxNet2: Yet another CNN framework

Jeroen Bertels, David Robben, Robin Lemmens, Dirk Vandermeulen

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

Comments 15 pages, part of PhD thesis KU Leuven 2022 "Understanding Final Infarct Prediction in Acute Ischemic Stroke Using Convolutional Neural Networks"

2205.12673 2022-10-27 cs.CL 57%

InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning

Prakhar Gupta, Cathy Jiao, Yi-Ting Yeh, Shikib Mehri, Maxine Eskenazi, Jeffrey P. Bigham

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

Comments EMNLP 2022

2210.14204 2022-10-26 eess.SY cs.LG cs.SY 57%

pmuBAGE: The Benchmarking Assortment of Generated PMU Data for Power System Events

Brandon Foggo, Koji Yamashita, Nanpeng Yu

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

Comments 13 pages. arXiv admin note: substantial text overlap with arXiv:2204.01095

2210.11146 2022-10-21 cs.LG cs.CV eess.IV 57%

Reproducibility of the Methods in Medical Imaging with Deep Learning

Attila Simko, Anders Garpebring, Joakim Jonsson, Tufve Nyholm, Tommy Löfstedt

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

1. 代码评测 1729 篇

A post-selection algorithm for improving dynamic ensemble selection methods

A Benchmark Comparison of Python Malware Detection Approaches

Exploring the State of the Art in Legal QA Systems

PGB: A PubMed Graph Benchmark for Heterogeneous Network Representation Learning

3D-EX : A Unified Dataset of Definitions and Dictionary Examples

Promptly: Using Prompt Problems to Teach Learners How to Effectively Utilize AI Code Generators

From West to East: Who can understand the music of the others better?

Examining the Effects of Degree Distribution and Homophily in Graph Learning Models

AnuraSet: A dataset for benchmarking Neotropical anuran calls identification in passive acoustic monitoring

SMRVIS: Point cloud extraction from 3-D ultrasound for non-destructive testing

Performance Evaluation and Comparison of a New Regression Algorithm

DISCO: Distilling Counterfactuals with Large Language Models

Detecting Missing Method Calls as Violations of the Majority Rule

ContraCLM: Contrastive Learning For Causal Language Model

Large-Scale Evaluation of Method-Level Bug Localization with FinerBench4BL

TabIQA: Table Questions Answering on Business Document Images

NS3D: Neuro-Symbolic Grounding of 3D Objects and Relations

FaceXHuBERT: Text-less Speech-driven E(X)pressive 3D Facial Animation Synthesis Using Self-Supervised Speech Representation Learning

Ensemble-based gradient inference for particle methods in optimization and sampling

Automatic Detecting Unethical Behavior in Open-source Software Projects

Graph neural networks and attention-based CNN-LSTM for protein classification

Multi-Center Federated Learning: Clients Clustering for Better Personalization

Discrete Morse Sandwich: Fast Computation of Persistence Diagrams for Scalar Data -- An Algorithm and A Benchmark

Benchmarking Graph Neural Networks

Fake It Till You Make It: Towards Accurate Near-Distribution Novelty Detection

Accuracy Prediction for NAS Acceleration using Feature Selection and Extrapolation

DeepVoxNet2: Yet another CNN framework

InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning

pmuBAGE: The Benchmarking Assortment of Generated PMU Data for Power System Events

Reproducibility of the Methods in Medical Imaging with Deep Learning