代码大模型 / AI 编程

TelecomGPT: A Framework to Build Telecom-Specfic Large Language Models

Hang Zou, Qiyang Zhao, Yu Tian, Lina Bariah, Faouzi Bader, Thierry Lestable, Merouane Debbah

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

Comments arXiv admin note: text overlap with arXiv:1303.2654 by other authors

Toucan: Many-to-Many Translation for 150 African Language Pairs

AbdelRahim Elmadany, Ife Adebara, Muhammad Abdul-Mageed

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

(Security) Assertions by Large Language Models

Rahul Kande, Hammond Pearce, Benjamin Tan, Brendan Dolan-Gavitt, Shailja Thakur, Ramesh Karri, Jeyavijayan Rajendran

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

Comments This article has been accepted for publication in IEEE Transactions on Information Forensics and Security. This is the author's version. See https://ieeexplore.ieee.org/document/10458667 for the published version of the paper. Citation information: DOI 10.1109/TIFS.2024.3372809. See https://www.ieee.org/publications/rights/index.html for information on publication rights

Journal ref IEEE Transactions on Information Forensics and Security. 2024 Mar 4

Meta-learning and Data Augmentation for Stress Testing Forecasting Models

Ricardo Inácio, Vitor Cerqueira, Marília Barandas, Carlos Soares

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

Comments 16 pages, 5 figures, 3 tables

Cutting through buggy adversarial example defenses: fixing 1 line of code breaks Sabre

Nicholas Carlini

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

EthioLLM: Multilingual Large Language Models for Ethiopian Languages with Task Evaluation

Atnafu Lambebo Tonja, Israel Abebe Azime, Tadesse Destaw Belay, Mesay Gemeda Yigezu, Moges Ahmed Mehamed, Abinew Ali Ayele, Ebrahim Chekol Jibril, Michael Melese Woldeyohannis, Olga Kolesnikova, Philipp Slusallek, Dietrich Klakow, Shengwu Xiong, Seid Muhie Yimam

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

Comments Accepted at LREC-Coling 2024

MedOdyssey: A Medical Domain Benchmark for Long Context Evaluation Up to 200K Tokens

Yongqi Fan, Hongli Sun, Kui Xue, Xiaofan Zhang, Shaoting Zhang, Tong Ruan

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

Qiskit HumanEval: An Evaluation Benchmark For Quantum Code Generative Models

Sanjay Vishwakarma, Francis Harkins, Siddharth Golecha, Vishal Sharathchandra Bajpe, Nicolas Dupuis, Luca Buratti, David Kremer, Ismael Faro, Ruchir Puri, Juan Cruz-Benito

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

PerfCurator: Curating a large-scale dataset of performance bug-related commits from public repositories

Md Abul Kalam Azad, Manoj Alexender, Matthew Alexender, Syed Salauddin Mohammad Tariq, Foyzul Hassan, Probir Roy

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

Instruction Fusion: Advancing Prompt Evolution through Hybridization

Weidong Guo, Jiuding Yang, Kaitong Yang, Xiangyang Li, Zhuwei Rao, Yu Xu, Di Niu

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

Bag of Lies: Robustness in Continuous Pre-training BERT

Ine Gevers, Walter Daelemans

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

Neural Class Expression Synthesis

N'Dah Jean Kouagou, Stefan Heindorf, Caglar Demir, Axel-Cyrille Ngonga Ngomo

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

Comments 18 pages, 2 figures, ESWC 2023--Research Track

CodeScore-R: An Automated Robustness Metric for Assessing the FunctionalCorrectness of Code Synthesis

Guang Yang, Yu Zhou, Xiang Chen, Xiangyu Zhang

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

Comments in Chinese language, Journal of Computer Research and Development

Yet Another ICU Benchmark: A Flexible Multi-Center Framework for Clinical ML

Robin van de Water, Hendrik Schmidt, Paul Elbers, Patrick Thoral, Bert Arnrich, Patrick Rockenschaub

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

Comments Main benchmark: https://github.com/rvandewater/YAIB, Cohort generation: https://github.com/rvandewater/YAIB-cohorts, Models: https://github.com/rvandewater/YAIB-models. To be published in ICLR 2024 proceedings

MLCommons Cloud Masking Benchmark with Early Stopping

Varshitha Chennamsetti, Gregor von Laszewski, Ruochen Gu, Laiba Mehnaz, Juri Papay, Samuel Jackson, Jeyan Thiyagalingam, Sergey V. Samsonau, Geoffrey C. Fox

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

Comments NYU did not approve the publication of the paper

Towards Verifiable Generation: A Benchmark for Knowledge-aware Language Model Attribution

Xinze Li, Yixin Cao, Liangming Pan, Yubo Ma, Aixin Sun

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

Comments acl findings 2024

A Systematic Evaluation of Large Language Models for Natural Language Generation Tasks

Xuanfan Ni, Piji Li

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

Comments CCL2023

Contextual API Completion for Unseen Repositories Using LLMs

Noor Nashid, Taha Shabani, Parsa Alian, Ali Mesbah

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

Boosting House Price Estimations with Multi-Head Gated Attention

Zakaria Abdellah Sellam, Cosimo Distante, Abdelmalik Taleb-Ahmed, Pier Luigi Mazzeo

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

UnSegGNet: Unsupervised Image Segmentation using Graph Neural Networks

Kovvuri Sai Gopal Reddy, Bodduluri Saran, A. Mudit Adityaja, Saurabh J. Shigwan, Nitin Kumar

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

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