代码大模型 / AI 编程 - arXivDaily 专题

2303.09617 2023-03-20 cs.SE cs.AI 62%

Measuring Improvement of F$_1$-Scores in Detection of Self-Admitted Technical Debt

William Aiken, Paul K. Mvula, Paula Branco, Guy-Vincent Jourdan, Mehrdad Sabetzadeh, Herna Viktor

专题命中仓库级理解：repository(abstract)；分类 cs.SE、cs.AI

2112.15446 2023-02-28 cs.LG cs.AI physics.comp-ph physics.data-an 62%

Uniform-in-Phase-Space Data Selection with Iterative Normalizing Flows

Malik Hassanaly, Bruce A. Perry, Michael E. Mueller, Shashank Yellapantula

专题命中仓库级理解：repository(abstract)；分类 cs.AI、cs.LG

Comments 26 pages, 23 figures, 5 tables

2302.02345 2023-02-07 cs.SE cs.AI 62%

VuLASTE: Long Sequence Model with Abstract Syntax Tree Embedding for vulnerability Detection

Botong Zhu, Huobin Tan

专题命中仓库级理解：repository(abstract)；分类 cs.SE、cs.AI

2202.10600 2023-01-30 cs.LG cs.AI cs.SY eess.SY stat.ML 62%

Myriad: a real-world testbed to bridge trajectory optimization and deep learning

Nikolaus H. R. Howe, Simon Dufort-Labbé, Nitarshan Rajkumar, Pierre-Luc Bacon

专题命中仓库级理解：repository(abstract)；分类 cs.AI、cs.LG

Comments Updated to match version accepted at NeurIPS 2022

2301.00813 2023-01-04 cs.LG cs.AI 62%

A Survey on Protein Representation Learning: Retrospect and Prospect

Lirong Wu, Yufei Huang, Haitao Lin, Stan Z. Li

专题命中仓库级理解：repository(abstract)；分类 cs.AI、cs.LG

2212.09132 2022-12-20 cs.SE cs.LG 62%

JEMMA: An Extensible Java Dataset for ML4Code Applications

Anjan Karmakar, Miltiadis Allamanis, Romain Robbes

专题命中仓库级理解：code model(abstract)；分类 cs.SE、cs.LG

2212.08120 2022-12-19 cs.CL cs.AI 62%

Injecting Domain Knowledge in Language Models for Task-Oriented Dialogue Systems

Denis Emelin, Daniele Bonadiman, Sawsan Alqahtani, Yi Zhang, Saab Mansour

专题命中仓库级理解：repository(abstract)；分类 cs.CL、cs.AI

Comments Published at EMNLP 2022 (main conference)

2206.00085 2022-12-08 cs.SE cs.IR cs.LG 62%

Semantically-enhanced Topic Recommendation System for Software Projects

Maliheh Izadi, Mahtab Nejati, Abbas Heydarnoori

专题命中仓库级理解：repository(abstract)；分类 cs.SE、cs.LG

Comments To appear in the Empirical Software Engineering Journal

2211.17010 2022-12-01 cs.LG cs.AI 62%

Carbon Emission Prediction on the World Bank Dataset for Canada

Aman Desai, Shyamal Gandhi, Sachin Gupta, Manan Shah, Samir Patel

专题命中仓库级理解：repository(abstract)；分类 cs.AI、cs.LG

Comments Submitted to Annals of Data Science, 2022 - Springer

2211.13498 2022-11-28 cs.CR cs.LG cs.SE 62%

GitHub Considered Harmful? Analyzing Open-Source Projects for the Automatic Generation of Cryptographic API Call Sequences

Catherine Tony, Nicolás E. Díaz Ferreyra, Riccardo Scandariato

专题命中仓库级理解：repository(abstract)；分类 cs.SE、cs.LG

Comments Accepted at QRS 2022

2211.09059 2022-11-17 physics.soc-ph cs.AI cs.CL 62%

A generative grammar of cooking

Ganesh Bagler

专题命中仓库级理解：repository(abstract)；分类 cs.CL、cs.AI

Comments Main Text (8 pages, 4 figures); Supplementary Information (5 pages, 1 Figure, 5 Tables)

2211.08302 2022-11-16 math.NA cs.AI cs.LG cs.NA 62%

Solving clustering as ill-posed problem: experiments with K-Means algorithm

Alberto Arturo Vergani

专题命中仓库级理解：repository(abstract)；分类 cs.AI、cs.LG

2207.08581 2022-11-09 cs.LG cs.AI cs.CV eess.IV 62%

Study of the performance and scalability of federated learning for medical imaging with intermittent clients

Judith Sáinz-Pardo Díaz, Álvaro López García

专题命中仓库级理解：repository(abstract)；分类 cs.AI、cs.LG

2210.09078 2022-10-18 cs.LG cs.AI 62%

Machine Learning Technique Predicting Video Streaming Views to Reduce Cost of Cloud Services

Mahmoud Darwich

专题命中仓库级理解：repository(abstract)；分类 cs.AI、cs.LG

2204.06251 2022-10-18 cs.LG cs.CL 62%

Experimental Standards for Deep Learning in Natural Language Processing Research

Dennis Ulmer, Elisa Bassignana, Max Müller-Eberstein, Daniel Varab, Mike Zhang, Rob van der Goot, Christian Hardmeier, Barbara Plank

专题命中仓库级理解：repository(abstract)；分类 cs.CL、cs.LG

2201.07984 2022-10-12 cs.AI cs.LG 62%

AstBERT: Enabling Language Model for Financial Code Understanding with Abstract Syntax Trees

Rong Liang, Tiehua Zhang, Yujie Lu, Yuze Liu, Zhen Huang, Xin Chen

专题命中仓库级理解：repository(abstract)；分类 cs.AI、cs.LG

2210.01855 2022-10-06 cs.SE cs.LG 62%

Multifaceted Hierarchical Report Identification for Non-Functional Bugs in Deep Learning Frameworks

Guoming Long, Tao Chen, Georgina Cosma

专题命中仓库级理解：repository(abstract)；分类 cs.SE、cs.LG

Comments Accepted at APSEC 2022

2209.07823 2022-09-20 q-fin.TR cs.AI cs.LG q-fin.CP q-fin.MF 62%

Model-based gym environments for limit order book trading

Joseph Jerome, Leandro Sanchez-Betancourt, Rahul Savani, Martin Herdegen

专题命中仓库级理解：repository(abstract)；分类 cs.AI、cs.LG

2208.10919 2022-08-24 cs.CR cs.AI cs.LG 62%

Cluster Based Secure Multi-Party Computation in Federated Learning for Histopathology Images

S. Maryam Hosseini, Milad Sikaroudi, Morteza Babaei, H. R. Tizhoosh

专题命中仓库级理解：repository(abstract)；分类 cs.AI、cs.LG

Comments Accepted at MICCAI 2022 Workshop on Distributed, Collaborative and Federated Learning

2208.07934 2022-08-18 cs.LG cs.AI 62%

Measuring Statistical Dependencies via Maximum Norm and Characteristic Functions

Povilas Daniušis, Shubham Juneja, Lukas Kuzma, Virginijus Marcinkevičius

专题命中仓库级理解：repository(abstract)；分类 cs.AI、cs.LG

2208.00269 2022-08-02 cs.SE cs.LG 62%

Automatically Categorising GitHub Repositories by Application Domain

Francisco Zanartu, Christoph Treude, Bruno Cartaxo, Hudson Silva Borges, Pedro Moura, Markus Wagner, Gustavo Pinto

专题命中仓库级理解：repository(abstract)；分类 cs.SE、cs.LG

2208.00003 2022-08-02 cs.LG cs.AI cs.GL cs.SY eess.SY math.OC 62%

RangL: A Reinforcement Learning Competition Platform

Viktor Zobernig, Richard A. Saldanha, Jinke He, Erica van der Sar, Jasper van Doorn, Jia-Chen Hua, Lachlan R. Mason, Aleksander Czechowski, Drago Indjic, Tomasz Kosmala, Alessandro Zocca, Sandjai Bhulai, Jorge Montalvo Arvizu, Claude Klöckl, John Moriarty

专题命中仓库级理解：repository(abstract)；分类 cs.AI、cs.LG

Comments Documents in general and premierly the RangL competition plattform and in particular its 2022's competition "Pathways to Netzero" 10 pages, 2 figures, 1 table, Comments welcome!

2207.04772 2022-07-26 cs.DL cs.CL cs.LG 62%

Whois? Deep Author Name Disambiguation using Bibliographic Data

Zeyd Boukhers, Nagaraj Asundi Bahubali

专题命中仓库级理解：repository(abstract)；分类 cs.CL、cs.LG

Comments Accepted for publication @ TPDL2022

Journal ref The 26th International Conference on Theory and Practice of Digital Libraries (2022)

2101.11174 2022-07-08 cs.LG cs.AI 62%

Graph Neural Network for Traffic Forecasting: A Survey

Weiwei Jiang, Jiayun Luo

专题命中仓库级理解：repository(abstract)；分类 cs.AI、cs.LG

Journal ref Expert Systems with Applications Volume, vol. 207, 30 November 2022, 117921

2206.11023 2022-07-04 cs.SE cs.AI 62%

Heterogeneous Graph Neural Networks for Software Effort Estimation

Hung Phan, Ali Jannesari

专题命中仓库级理解：repository(abstract)；分类 cs.SE、cs.AI

Comments Accepted in the Technical Papers Track of the 16th International Symposium on Empirical Software Engineering and Measurement, 2022 (ESEM 2022)

2206.14606 2022-06-30 cs.SE cs.PL 62%

Building a Secure Software Supply Chain with GNU Guix

Ludovic Courtès

专题命中仓库级理解：repository(abstract)；分类 cs.SE、cs.PL

Journal ref The Art, Science, and Engineering of Programming, 2023, Vol. 7, Issue 1, Article 1

2206.13163 2022-06-28 cs.CL cs.AI 62%

Endowing Language Models with Multimodal Knowledge Graph Representations

Ningyuan Huang, Yash R. Deshpande, Yibo Liu, Houda Alberts, Kyunghyun Cho, Clara Vania, Iacer Calixto

专题命中仓库级理解：repository(abstract)；分类 cs.CL、cs.AI

Comments 14 pages with appendix, 2 figures, 15 tables

2202.06258 2022-06-17 cs.LG cs.AI 62%

Flowformer: Linearizing Transformers with Conservation Flows

Haixu Wu, Jialong Wu, Jiehui Xu, Jianmin Wang, Mingsheng Long

专题命中仓库级理解：repository(abstract)；分类 cs.AI、cs.LG

2205.06547 2022-05-16 cs.AI cs.LG 62%

Uninorm-like parametric activation functions for human-understandable neural models

Orsolya Csiszár, Luca Sára Pusztaházi, Lehel Dénes-Fazakas, Michael S. Gashler, Vladik Kreinovich, Gábor Csiszár

专题命中仓库级理解：repository(abstract)；分类 cs.AI、cs.LG

2108.02605 2022-05-12 cs.CL cs.AI cs.NE 62%

EENLP: Cross-lingual Eastern European NLP Index

Alexey Tikhonov, Alex Malkhasov, Andrey Manoshin, George Dima, Réka Cserháti, Md. Sadek Hossain Asif, Matt Sárdi

专题命中仓库级理解：repository(abstract)；分类 cs.CL、cs.AI

Comments Accepted for LREC 2022. 5 pages, 1 figure. Originally EEML 2021 project

1. 仓库级理解 3953 篇

Measuring Improvement of F$_1$-Scores in Detection of Self-Admitted Technical Debt

Uniform-in-Phase-Space Data Selection with Iterative Normalizing Flows

VuLASTE: Long Sequence Model with Abstract Syntax Tree Embedding for vulnerability Detection

Myriad: a real-world testbed to bridge trajectory optimization and deep learning

A Survey on Protein Representation Learning: Retrospect and Prospect

JEMMA: An Extensible Java Dataset for ML4Code Applications

Injecting Domain Knowledge in Language Models for Task-Oriented Dialogue Systems

Semantically-enhanced Topic Recommendation System for Software Projects

Carbon Emission Prediction on the World Bank Dataset for Canada

GitHub Considered Harmful? Analyzing Open-Source Projects for the Automatic Generation of Cryptographic API Call Sequences

A generative grammar of cooking

Solving clustering as ill-posed problem: experiments with K-Means algorithm

Study of the performance and scalability of federated learning for medical imaging with intermittent clients

Machine Learning Technique Predicting Video Streaming Views to Reduce Cost of Cloud Services

Experimental Standards for Deep Learning in Natural Language Processing Research

AstBERT: Enabling Language Model for Financial Code Understanding with Abstract Syntax Trees

Multifaceted Hierarchical Report Identification for Non-Functional Bugs in Deep Learning Frameworks

Model-based gym environments for limit order book trading

Cluster Based Secure Multi-Party Computation in Federated Learning for Histopathology Images

Measuring Statistical Dependencies via Maximum Norm and Characteristic Functions

Automatically Categorising GitHub Repositories by Application Domain

RangL: A Reinforcement Learning Competition Platform

Whois? Deep Author Name Disambiguation using Bibliographic Data

Graph Neural Network for Traffic Forecasting: A Survey

Heterogeneous Graph Neural Networks for Software Effort Estimation

Building a Secure Software Supply Chain with GNU Guix

Endowing Language Models with Multimodal Knowledge Graph Representations

Flowformer: Linearizing Transformers with Conservation Flows

Uninorm-like parametric activation functions for human-understandable neural models

EENLP: Cross-lingual Eastern European NLP Index