代码大模型 / AI 编程

A Survey on Contribution Evaluation in Vertical Federated Learning

Yue Cui, Chung-ju Huang, Yuzhu Zhang, Leye Wang, Lixin Fan, Xiaofang Zhou, Qiang Yang

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

Better Synthetic Data by Retrieving and Transforming Existing Datasets

Saumya Gandhi, Ritu Gala, Vijay Viswanathan, Tongshuang Wu, Graham Neubig

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

Comments PDF fixed in v3

Predicting Emergent Abilities with Infinite Resolution Evaluation

Shengding Hu, Xin Liu, Xu Han, Xinrong Zhang, Chaoqun He, Weilin Zhao, Yankai Lin, Ning Ding, Zebin Ou, Guoyang Zeng, Zhiyuan Liu, Maosong Sun

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

Comments After revision

Compass: Large Multilingual Language Model for South-east Asia

Sophia Maria

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

KazParC: Kazakh Parallel Corpus for Machine Translation

Rustem Yeshpanov, Alina Polonskaya, Huseyin Atakan Varol

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

Comments To appear in Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)

KazSAnDRA: Kazakh Sentiment Analysis Dataset of Reviews and Attitudes

Rustem Yeshpanov, Huseyin Atakan Varol

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

Comments To appear in Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)

On Evaluating the Efficiency of Source Code Generated by LLMs

Changan Niu, Ting Zhang, Chuanyi Li, Bin Luo, Vincent Ng

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

Comments 1st special event of AI Foundation Models and Software Engineering (FORGE 2024)

CoderUJB: An Executable and Unified Java Benchmark for Practical Programming Scenarios

Zhengran Zeng, Yidong Wang, Rui Xie, Wei Ye, Shikun Zhang

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

Comments 11 pages, 4 figures, issta2024 accepted

Automated Extraction and Maturity Analysis of Open Source Clinical Informatics Repositories from Scientific Literature

Jeremy R. Harper

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

Tackling Long Code Search with Splitting, Encoding, and Aggregating

Fan Hu, Yanlin Wang, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Xirong Li

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

Comments Accepted by LREC-COLING 2024

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

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

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

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

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

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

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

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)

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

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

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

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

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)

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

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

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

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

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

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)

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