代码大模型 / AI 编程

SpecRover: Code Intent Extraction via LLMs

Haifeng Ruan, Yuntong Zhang, Abhik Roychoudhury

专题命中 软件智能体 ：program repair(abstract)；分类 cs.SE、cs.AI

Comments Haifeng Ruan and Yuntong Zhang contributed equally to this work. To appear in ICSE 2025

Improving Linguistic Diversity of Large Language Models with Possibility Exploration Fine-Tuning

Long Mai, Julie Carson-Berndsen

专题命中 软件智能体 ：repository(abstract)；分类 cs.CL、cs.AI

Modeling and Simulation of a Multi Robot System Architecture

Ahmed R. Sadik, Christian Goerick, Manuel Muehlig

专题命中 软件智能体 ：software agent(abstract)；分类 cs.SE、cs.AI

SEA: State-Exchange Attention for High-Fidelity Physics Based Transformers

Parsa Esmati, Amirhossein Dadashzadeh, Vahid Goodarzi, Nicolas Larrosa, Nicolò Grilli

专题命中 软件智能体 ：repository(abstract)；分类 cs.AI、cs.LG

Comments Accepted in 38th Conference on Neural Information Processing Systems (NeurIPS 2024)

SuperCoder2.0: Technical Report on Exploring the feasibility of LLMs as Autonomous Programmer

Anmol Gautam, Kishore Kumar, Adarsh Jha, Mukunda NS, Ishaan Bhola

专题命中 软件智能体 ：repository(abstract)；分类 cs.SE、cs.AI

Quality Issues in Machine Learning Software Systems

Pierre-Olivier Côté, Amin Nikanjam, Rached Bouchoucha, Ilan Basta, Mouna Abidi, Foutse Khomh

专题命中 软件智能体 ：repository(abstract)；分类 cs.SE、cs.LG

Comments Published in the Empirical Software Engineering Journal

FloorSet -- a VLSI Floorplanning Dataset with Design Constraints of Real-World SoCs

Uday Mallappa, Hesham Mostafa, Mikhail Galkin, Mariano Phielipp, Somdeb Majumdar

专题命中 软件智能体 ：repository(abstract)；分类 cs.AI、cs.LG

Comments 10 pages, 11 figures

Algorithms for learning value-aligned policies considering admissibility relaxation

Andrés Holgado-Sánchez, Joaquín Arias, Holger Billhardt, Sascha Ossowski

专题命中 软件智能体 ：software agent(abstract)；分类 cs.AI、cs.LG

A Survey on Self-Evolution of Large Language Models

Zhengwei Tao, Ting-En Lin, Xiancai Chen, Hangyu Li, Yuchuan Wu, Yongbin Li, Zhi Jin, Fei Huang, Dacheng Tao, Jingren Zhou

专题命中 软件智能体 ：repository(abstract)；分类 cs.CL、cs.AI

AdaGMLP: AdaBoosting GNN-to-MLP Knowledge Distillation

Weigang Lu, Ziyu Guan, Wei Zhao, Yaming Yang

专题命中 软件智能体 ：repository(abstract)；分类 cs.AI、cs.LG

Comments Accepted by KDD 2024

Journal ref KDD 2024

Can Github issues be solved with Tree Of Thoughts?

Ricardo La Rosa, Corey Hulse, Bangdi Liu

专题命中 软件智能体 ：code generation(abstract)；分类 cs.SE、cs.AI

Comments 8 pages, 2 figures, 7 tables

An Integrated Data Processing Framework for Pretraining Foundation Models

Yiding Sun, Feng Wang, Yutao Zhu, Wayne Xin Zhao, Jiaxin Mao

专题命中 软件智能体 ：repository(abstract)；分类 cs.CL、cs.LG

Comments 6 pages, 2 figures; accepted by SIGIR'24 demo track

An Exploratory Investigation into Code License Infringements in Large Language Model Training Datasets

Jonathan Katzy, Răzvan-Mihai Popescu, Arie van Deursen, Maliheh Izadi

专题命中 软件智能体 ：repository(abstract)；分类 cs.SE、cs.LG

Comments Accepted to FORGE 2024

Predicting Transcription Factor Binding Sites using Transformer based Capsule Network

Nimisha Ghosh, Daniele Santoni, Indrajit Saha, Giovanni Felici

专题命中 软件智能体 ：repository(abstract)；分类 cs.AI、cs.LG

Silent Bugs in Deep Learning Frameworks: An Empirical Study of Keras and TensorFlow

Florian Tambon, Amin Nikanjam, Le An, Foutse Khomh, Giuliano Antoniol

专题命中 软件智能体 ：repository(abstract)；分类 cs.SE、cs.LG

Generative Agents: Interactive Simulacra of Human Behavior

Joon Sung Park, Joseph C. O'Brien, Carrie J. Cai, Meredith Ringel Morris, Percy Liang, Michael S. Bernstein

专题命中 软件智能体 ：software agent(abstract)；分类 cs.AI、cs.LG

Adversarial Constrained Bidding via Minimax Regret Optimization with Causality-Aware Reinforcement Learning

Haozhe Wang, Chao Du, Panyan Fang, Li He, Liang Wang, Bo Zheng

专题命中 软件智能体 ：software agent(abstract)；分类 cs.AI、cs.LG

Comments Accepted by SIGKDD2023

Applying Machine Learning Analysis for Software Quality Test

Al Khan, Remudin Reshid Mekuria, Ruslan Isaev

专题命中 软件智能体 ：repository(abstract)；分类 cs.SE、cs.LG

Comments 16 pages, 5 figures and 14 tables

Journal ref 2023 International Conference on Code Quality (ICCQ), IEEE Xplore

Making a Computational Attorney

Dell Zhang, Frank Schilder, Jack G. Conrad, Masoud Makrehchi, David von Rickenbach, Isabelle Moulinier

专题命中 软件智能体 ：software agent(abstract)；分类 cs.CL、cs.LG

Comments To be published in the Proceedings of the 2023 SIAM International Conference on Data Mining (SDM'23)

Detecting Security Patches via Behavioral Data in Code Repositories

Nitzan Farhi, Noam Koenigstein, Yuval Shavitt

专题命中 软件智能体 ：repository(abstract)；分类 cs.SE、cs.LG

NP4G : Network Programming for Generalization

Shoichiro Hara, Yuji Watanabe

专题命中 软件智能体 ：repository(abstract)；分类 cs.LG、cs.PL

IQUAFLOW: A new framework to measure image quality

P. Gallés, K. Takats, M. Hernández-Cabronero, D. Berga, L. Pega, L. Riordan-Chen, C. Garcia, G. Becker, A. Garriga, A. Bukva, J. Serra-Sagristà, D. Vilaseca, J. Marín

专题命中 软件智能体 ：repository(abstract)；分类 cs.AI、cs.LG

e-Genia3 An AgentSpeak extension for empathic agents

Joaquin Taverner, Emilio Vivancos, Vicente Botti

专题命中 软件智能体 ：software agent(abstract)；分类 cs.AI、cs.PL

RV4JaCa -- Runtime Verification for Multi-Agent Systems

Debora C. Engelmann, Angelo Ferrando, Alison R. Panisson, Davide Ancona, Rafael H. Bordini, Viviana Mascardi

专题命中 软件智能体 ：software agent(abstract)；分类 cs.SE、cs.AI

Comments In Proceedings AREA 2022, arXiv:2207.09058

Journal ref EPTCS 362, 2022, pp. 23-36

Is Surprisal in Issue Trackers Actionable?

James Caddy, Markus Wagner, Christoph Treude, Earl T. Barr, Miltiadis Allamanis

专题命中 软件智能体 ：repository(abstract)；分类 cs.SE、cs.CL

Comments 8 pages, 1 figure. Submitted to 2022 International Conference on Mining Software Repositories Registered Reports track

Auctions Between Regret-Minimizing Agents

Yoav Kolumbus, Noam Nisan

专题命中 软件智能体 ：software agent(abstract)；分类 cs.AI、cs.LG

Comments Published in Proceedings of the ACM Web Conference 2022 (WWW '22)

Selecting and combining complementary feature representations and classifiers for hate speech detection

Rafael M. O. Cruz, Woshington V. de Sousa, George D. C. Cavalcanti

专题命中 软件智能体 ：repository(abstract)；分类 cs.CL、cs.AI

Comments acceped for publication on the Online Social Networks and Media (OSNEM) journal

Natural language understanding for logical games

Adrian Groza, Cristian Nitu

专题命中 软件智能体 ：software agent(abstract)；分类 cs.CL、cs.AI

Ontology-based Feature Selection: A Survey

Konstantinos Sikelis, George E Tsekouras, Konstantinos I Kotis

专题命中 软件智能体 ：software agent(abstract)；分类 cs.AI、cs.LG

Comments 25 pages

A ground-truth dataset and classification model for detecting bots in GitHub issue and PR comments

Mehdi Golzadeh, Alexandre Decan, Damien Legay, Tom Mens

专题命中 软件智能体 ：repository(abstract)；分类 cs.SE、cs.LG

Comments 16 pages, 11 figures