代码大模型 / AI 编程

Parallel Coordinates for Discovery of Interpretable Machine Learning Models

Dustin Hayes, Boris Kovalerchuk

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

Comments 32 pages, 30 figures, 7 tables. arXiv admin note: substantial text overlap with arXiv:2106.07474

SneakyPrompt: Jailbreaking Text-to-image Generative Models

Yuchen Yang, Bo Hui, Haolin Yuan, Neil Gong, Yinzhi Cao

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

Comments To appear in the Proceedings of the IEEE Symposium on Security and Privacy (Oakland), 2024

Evaluating Diverse Large Language Models for Automatic and General Bug Reproduction

Sungmin Kang, Juyeon Yoon, Nargiz Askarbekkyzy, Shin Yoo

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

Comments This work is an extension of our prior work, available at arXiv:2209.11515

Domain-knowledge Inspired Pseudo Supervision (DIPS) for Unsupervised Image-to-Image Translation Models to Support Cross-Domain Classification

Firas Al-Hindawi, Md Mahfuzur Rahman Siddiquee, Teresa Wu, Han Hu, Ying Sun

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

Comments arXiv admin note: text overlap with arXiv:2212.09107

Augmenting Diffs With Runtime Information

Khashayar Etemadi, Aman Sharma, Fernanda Madeiral, Martin Monperrus

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

Journal ref IEEE Transactions on Software Engineering, 2023

TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models

Xiao Wang, Yuansen Zhang, Tianze Chen, Songyang Gao, Senjie Jin, Xianjun Yang, Zhiheng Xi, Rui Zheng, Yicheng Zou, Tao Gui, Qi Zhang, Xuanjing Huang

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

Margin Optimal Classification Trees

Federico D'Onofrio, Giorgio Grani, Marta Monaci, Laura Palagi

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

Context-Based Tweet Engagement Prediction

Jovan Jeromela

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

Comments Submitted as a Diploma Thesis at TU Wien on 2023-05-25. Advisor: Peter Knees. 198 pages

RuNNE-2022 Shared Task: Recognizing Nested Named Entities

Ekaterina Artemova, Maxim Zmeev, Natalia Loukachevitch, Igor Rozhkov, Tatiana Batura, Vladimir Ivanov, Elena Tutubalina

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

Comments To appear in Dialogue 2022

Delving into the Devils of Bird's-eye-view Perception: A Review, Evaluation and Recipe

Hongyang Li, Chonghao Sima, Jifeng Dai, Wenhai Wang, Lewei Lu, Huijie Wang, Jia Zeng, Zhiqi Li, Jiazhi Yang, Hanming Deng, Hao Tian, Enze Xie, Jiangwei Xie, Li Chen, Tianyu Li, Yang Li, Yulu Gao, Xiaosong Jia, Si Liu, Jianping Shi, Dahua Lin, Yu Qiao

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

Comments https://github.com/OpenDriveLab/Birds-eye-view-Perception

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)

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

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)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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