代码大模型 / AI 编程 - arXivDaily 专题

2403.14273 2024-03-22 cs.NE cs.AI 57%

Reactor Optimization Benchmark by Reinforcement Learning

Deborah Schwarcz, Nadav Schneider, Gal Oren, Uri Steinitz

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

2402.11453 2024-03-20 cs.CL 57%

MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization

Zhiyu Yang, Zihan Zhou, Shuo Wang, Xin Cong, Xu Han, Yukun Yan, Zhenghao Liu, Zhixing Tan, Pengyuan Liu, Dong Yu, Zhiyuan Liu, Xiaodong Shi, Maosong Sun

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

Comments Work in Progress

2306.08852 2024-03-14 cs.CL 57%

BED: Bi-Encoder-Based Detectors for Out-of-Distribution Detection

Louis Owen, Biddwan Ahmed, Abhay Kumar

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

Comments Published in IEEE: https://ieeexplore.ieee.org/document/10389907

Journal ref 2023 10th International Conference on Advanced Informatics: Concept, Theory and Application (2023) 1-6

2311.06602 2024-03-13 cs.CL 57%

BizBench: A Quantitative Reasoning Benchmark for Business and Finance

Rik Koncel-Kedziorski, Michael Krumdick, Viet Lai, Varshini Reddy, Charles Lovering, Chris Tanner

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

Comments Work in progress

2401.06628 2024-02-22 cs.CL 57%

OOP: Object-Oriented Programming Evaluation Benchmark for Large Language Models

Shuai Wang, Liang Ding, Li Shen, Yong Luo, Bo Du, Dacheng Tao

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

Comments 20 pages, 15 figures

2402.13222 2024-02-21 cs.CL 57%

RoCode: A Dataset for Measuring Code Intelligence from Problem Definitions in Romanian

Adrian Cosma, Bogdan Iordache, Paolo Rosso

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

Comments Accepted at LREC-COLING 2024

2311.16716 2024-02-20 cs.IR cs.AI 57%

GraphPro: Graph Pre-training and Prompt Learning for Recommendation

Yuhao Yang, Lianghao Xia, Da Luo, Kangyi Lin, Chao Huang

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

Comments Accepted by WWW'2024, full paper

2402.09795 2024-02-16 cs.CR cs.AI cs.DB 57%

An advanced data fabric architecture leveraging homomorphic encryption and federated learning

Sakib Anwar Rieyan, Md. Raisul Kabir News, A. B. M. Muntasir Rahman, Sadia Afrin Khan, Sultan Tasneem Jawad Zaarif, Md. Golam Rabiul Alam, Mohammad Mehedi Hassan, Michele Ianni, Giancarlo Fortino

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

Journal ref Information Fusion, 102, 102004 (2024)

2401.15814 2024-02-16 cs.LG 57%

OntoMedRec: Logically-Pretrained Model-Agnostic Ontology Encoders for Medication Recommendation

Weicong Tan, Weiqing Wang, Xin Zhou, Wray Buntine, Gordon Bingham, Hongzhi Yin

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

2402.08756 2024-02-15 cs.CL cs.CV 57%

Learning How To Ask: Cycle-Consistency Refines Prompts in Multimodal Foundation Models

Maurice Diesendruck, Jianzhe Lin, Shima Imani, Gayathri Mahalingam, Mingyang Xu, Jie Zhao

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

2402.01035 2024-02-08 cs.CL 57%

Getting the most out of your tokenizer for pre-training and domain adaptation

Gautier Dagan, Gabriel Synnaeve, Baptiste Rozière

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

2401.16133 2024-02-01 cs.LG 57%

BooleanOCT: Optimal Classification Trees based on multivariate Boolean Rules

Jiancheng Tu, Wenqi Fan, Zhibin Wu

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

2308.05697 2024-01-31 cs.IR cs.AI 57%

SSLRec: A Self-Supervised Learning Framework for Recommendation

Xubin Ren, Lianghao Xia, Yuhao Yang, Wei Wei, Tianle Wang, Xuheng Cai, Chao Huang

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

Comments Published as a WSDM'24 full paper (oral presentation)

2307.08097 2024-01-25 cs.LG 57%

EasyTPP: Towards Open Benchmarking Temporal Point Processes

Siqiao Xue, Xiaoming Shi, Zhixuan Chu, Yan Wang, Hongyan Hao, Fan Zhou, Caigao Jiang, Chen Pan, James Y. Zhang, Qingsong Wen, Jun Zhou, Hongyuan Mei

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

Comments ICLR 2024 camera ready

2311.10388 2024-01-17 cs.SE 57%

Automatic Smart Contract Comment Generation via Large Language Models and In-Context Learning

Junjie Zhao, Xiang Chen, Guang Yang, Yiheng Shen

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

2401.06786 2024-01-17 cs.DC cs.AI 57%

CloudEval-YAML: A Practical Benchmark for Cloud Configuration Generation

Yifei Xu, Yuning Chen, Xumiao Zhang, Xianshang Lin, Pan Hu, Yunfei Ma, Songwu Lu, Wan Du, Zhuoqing Mao, Ennan Zhai, Dennis Cai

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

2401.04369 2024-01-10 cs.LG 57%

Air Quality Forecasting Using Machine Learning: A Global perspective with Relevance to Low-Resource Settings

Mulomba Mukendi Christian, Hyebong Choi

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

Comments 16 pages. This is a conference proceeding Presented at: SIBR 2024 (Seoul) Conference on Interdisciplinary Business and Economics Research, 5th-6th January 2024, Seoul, South Korea

2308.06587 2024-01-09 cs.SE cs.CR 57%

A User-centered Security Evaluation of Copilot

Owura Asare, Meiyappan Nagappan, N. Asokan

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

Comments To be published in ICSE 2024 Research Track

2302.09587 2024-01-09 cs.SE 57%

On the Reliability and Explainability of Language Models for Program Generation

Yue Liu, Chakkrit Tantithamthavorn, Yonghui Liu, Li Li

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

Comments Accepted by ACM Transactions on Software Engineering and Methodology (TOSEM)

2401.00014 2024-01-02 q-bio.QM cs.CV cs.LG eess.IV 57%

Resource-Limited Automated Ki67 Index Estimation in Breast Cancer

J. Gliozzo, G. Marinò, A. Bonometti, M. Frasca, D. Malchiodi

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

2305.18434 2023-11-28 cs.LG cs.HC 57%

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

2305.12082 2023-11-14 cs.LG 57%

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

2311.04532 2023-11-10 cs.SE 57%

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

2303.10310 2023-10-20 cs.CV cs.LG eess.IV 57%

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

2212.11077 2023-10-13 cs.SE 57%

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

2310.06762 2023-10-11 cs.CL 57%

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

2210.10567 2023-10-10 math.OC cs.LG 57%

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

2310.03147 2023-10-06 cs.IR cs.LG cs.SI 57%

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

2205.11159 2023-10-04 cs.CL 57%

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

2209.05324 2023-09-28 cs.CV cs.LG cs.RO 57%

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

1. 代码评测 1729 篇

Reactor Optimization Benchmark by Reinforcement Learning

MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization

BED: Bi-Encoder-Based Detectors for Out-of-Distribution Detection

BizBench: A Quantitative Reasoning Benchmark for Business and Finance

OOP: Object-Oriented Programming Evaluation Benchmark for Large Language Models

RoCode: A Dataset for Measuring Code Intelligence from Problem Definitions in Romanian

GraphPro: Graph Pre-training and Prompt Learning for Recommendation

An advanced data fabric architecture leveraging homomorphic encryption and federated learning

OntoMedRec: Logically-Pretrained Model-Agnostic Ontology Encoders for Medication Recommendation

Learning How To Ask: Cycle-Consistency Refines Prompts in Multimodal Foundation Models

Getting the most out of your tokenizer for pre-training and domain adaptation

BooleanOCT: Optimal Classification Trees based on multivariate Boolean Rules

SSLRec: A Self-Supervised Learning Framework for Recommendation

EasyTPP: Towards Open Benchmarking Temporal Point Processes

Automatic Smart Contract Comment Generation via Large Language Models and In-Context Learning

CloudEval-YAML: A Practical Benchmark for Cloud Configuration Generation

Air Quality Forecasting Using Machine Learning: A Global perspective with Relevance to Low-Resource Settings

A User-centered Security Evaluation of Copilot

On the Reliability and Explainability of Language Models for Program Generation

Resource-Limited Automated Ki67 Index Estimation in Breast Cancer

Parallel Coordinates for Discovery of Interpretable Machine Learning Models

SneakyPrompt: Jailbreaking Text-to-image Generative Models

Evaluating Diverse Large Language Models for Automatic and General Bug Reproduction

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

Augmenting Diffs With Runtime Information

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

Margin Optimal Classification Trees

Context-Based Tweet Engagement Prediction

RuNNE-2022 Shared Task: Recognizing Nested Named Entities

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