代码大模型 / AI 编程

MLRS-PDS: A Meta-learning recommendation of dynamic ensemble selection pipelines

Hesam Jalalian, Rafael M. O. Cruz

专题命中 仓库级理解 ：repository(abstract)；分类 cs.LG

Comments Paper published at the International Joint Conference on Neural Networks

How to Measure Performance in Agile Software Development? A Mixed-Method Study

Kevin Phong Pham, Michael Neumann

专题命中 仓库级理解 ：repository(abstract)；分类 cs.SE

How Can Recommender Systems Benefit from Large Language Models: A Survey

Jianghao Lin, Xinyi Dai, Yunjia Xi, Weiwen Liu, Bo Chen, Hao Zhang, Yong Liu, Chuhan Wu, Xiangyang Li, Chenxu Zhu, Huifeng Guo, Yong Yu, Ruiming Tang, Weinan Zhang

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI

Comments Accepted by ACM Transactions on Information Systems (TOIS); Look-up table in appendix

BushraDBR: An Automatic Approach to Retrieving Duplicate Bug Reports

Ra'Fat Al-Msie'deen

专题命中 仓库级理解 ：repository(abstract)；分类 cs.SE

Comments 18 pages, 12 figures, 16 tables, 92 references

Journal ref International Journal of Computing and Digital Systems, vol. 15, no. 1, pp. 221-238, 2024

Understanding the Gains from Repeated Self-Distillation

Divyansh Pareek, Simon S. Du, Sewoong Oh

专题命中 仓库级理解 ：repository(abstract)；分类 cs.LG

Comments 31 pages, 10 figures

Precision at Scale: Domain-Specific Datasets On-Demand

Jesús M Rodríguez-de-Vera, Imanol G Estepa, Ignacio Sarasúa, Bhalaji Nagarajan, Petia Radeva

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI

CiteAssist: A System for Automated Preprint Citation and BibTeX Generation

Lars Benedikt Kaesberg, Terry Ruas, Jan Philip Wahle, Bela Gipp

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL

Comments Published at SDProc @ ACL 2024

A Novel Approach to Image EEG Sleep Data for Improving Quality of Life in Patients Suffering From Brain Injuries Using DreamDiffusion

David Fahim, Joshveer Grewal, Ritvik Ellendula

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI

Safety-Driven Deep Reinforcement Learning Framework for Cobots: A Sim2Real Approach

Ammar N. Abbas, Shakra Mehak, Georgios C. Chasparis, John D. Kelleher, Michael Guilfoyle, Maria Chiara Leva, Aswin K Ramasubramanian

专题命中 仓库级理解 ：repository(abstract)；分类 cs.LG

Comments This paper has been accepted for publication in the proceedings of the IEEE/IFAC International Conference on Control, Decision, and Information Technologies (CoDIT), 2024

Constraint based Modeling according to Reference Design

Erik Heiland, Peter Hillmann, Andreas Karcher

专题命中 仓库级理解 ：repository(abstract)；分类 cs.SE

Journal ref Conference on Perspectives in Business Informatics Research (BIR 2023)

xSemAD: Explainable Semantic Anomaly Detection in Event Logs Using Sequence-to-Sequence Models

Kiran Busch, Timotheus Kampik, Henrik Leopold

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI

Comments Accepted at BPM 2024

A Unified Data Augmentation Framework for Low-Resource Multi-Domain Dialogue Generation

Yongkang Liu, Ercong Nie, Shi Feng, Zheng Hua, Zifeng Ding, Daling Wang, Yifei Zhang, Hinrich Schütze

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL

Comments 17pages,ECML-PKDD

Journal ref 2024 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases

Modelling financial volume curves with hierarchical Poisson processes

Creighton Heaukulani, Abhinav Pandey, Lancelot F. James

专题命中 仓库级理解 ：repository(abstract)；分类 cs.LG

LinkTransformer: A Unified Package for Record Linkage with Transformer Language Models

Abhishek Arora, Melissa Dell

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL

Accelerated, Scalable and Reproducible AI-driven Gravitational Wave Detection

E. A. Huerta, Asad Khan, Xiaobo Huang, Minyang Tian, Maksim Levental, Ryan Chard, Wei Wei, Maeve Heflin, Daniel S. Katz, Volodymyr Kindratenko, Dawei Mu, Ben Blaiszik, Ian Foster

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI

Comments 17 pages, 5 figures; v2: 12 pages, 6 figures. Accepted to Nature Astronomy. See also the Behind the Paper blog in Nature Astronomy "https://astronomycommunity.nature.com/posts/from-disruption-to-sustained-innovation-artificial-intelligence-for-gravitational-wave-astrophysics"

Journal ref Nat Astron 5, 1062-1068 (2021)

Individual Differences Limit Predicting Well-being and Productivity Using Software Repositories: A Longitudinal Industrial Study

Miikka Kuutila, Mika Mäntylä, Maëlick, Claes, Marko Elovainio, Bram Adams

专题命中 仓库级理解 ：repository(abstract)；分类 cs.SE

Comments Accepted to Empirical Software Engineering journal

Stockformer: A Price-Volume Factor Stock Selection Model Based on Wavelet Transform and Multi-Task Self-Attention Networks

Bohan Ma, Yushan Xue, Yuan Lu, Jing Chen

专题命中 仓库级理解 ：repository(abstract)；分类 cs.LG

Comments Currently under consideration for publication in the Expert Systems With Applications

OccFeat: Self-supervised Occupancy Feature Prediction for Pretraining BEV Segmentation Networks

Sophia Sirko-Galouchenko, Alexandre Boulch, Spyros Gidaris, Andrei Bursuc, Antonin Vobecky, Patrick Pérez, Renaud Marlet

专题命中 仓库级理解 ：repository(abstract)；分类 cs.LG

Comments Accepted to CVPR 2024, Workshop on Autonomous Driving

To Distill or Not to Distill? On the Robustness of Robust Knowledge Distillation

Abdul Waheed, Karima Kadaoui, Muhammad Abdul-Mageed

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL

Comments Accepted at ACL'24 main

SparseTSF: Modeling Long-term Time Series Forecasting with 1k Parameters

Shengsheng Lin, Weiwei Lin, Wentai Wu, Haojun Chen, Junjie Yang

专题命中 仓库级理解 ：repository(abstract)；分类 cs.LG

Privacy Issues in Large Language Models: A Survey

Seth Neel, Peter Chang

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI

Comments May 2024 update

Xwin-LM: Strong and Scalable Alignment Practice for LLMs

Bolin Ni, JingCheng Hu, Yixuan Wei, Houwen Peng, Zheng Zhang, Gaofeng Meng, Han Hu

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL

Spectral Mapping of Singing Voices: U-Net-Assisted Vocal Segmentation

Adam Sorrenti

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI

MOKD: Cross-domain Finetuning for Few-shot Classification via Maximizing Optimized Kernel Dependence

Hongduan Tian, Feng Liu, Tongliang Liu, Bo Du, Yiu-ming Cheung, Bo Han

专题命中 仓库级理解 ：repository(abstract)；分类 cs.LG

KSW: Khmer Stop Word based Dictionary for Keyword Extraction

Nimol Thuon, Wangrui Zhang, Sada Thuon

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL

Delving into Multi-modal Multi-task Foundation Models for Road Scene Understanding: From Learning Paradigm Perspectives

Sheng Luo, Wei Chen, Wanxin Tian, Rui Liu, Luanxuan Hou, Xiubao Zhang, Haifeng Shen, Ruiqi Wu, Shuyi Geng, Yi Zhou, Ling Shao, Yi Yang, Bojun Gao, Qun Li, Guobin Wu

专题命中 仓库级理解 ：repository(abstract)；分类 cs.LG

Comments Accepted to IEEE Transactions on Intelligent Vehicles(T-IV). 24 pages, 9 figures, 1 table

Towards Client Driven Federated Learning

Songze Li, Chenqing Zhu

专题命中 仓库级理解 ：repository(abstract)；分类 cs.LG

Leveraging World Events to Predict E-Commerce Consumer Demand under Anomaly

Dan Kalifa, Uriel Singer, Ido Guy, Guy D. Rosin, Kira Radinsky

专题命中 仓库级理解 ：repository(abstract)；分类 cs.LG

Comments In Proceedings of the Fifteenth ACM International Conference on Web Search and Data Mining (WSDM 2022), 9 pages

The effect of diversity on group decision-making

Georgi Karadzhov, Andreas Vlachos, Tom Stafford

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL

Federated Learning for Misbehaviour Detection with Variational Autoencoders and Gaussian Mixture Models

Enrique Mármol Campos, Aurora González Vidal, José Luis Hernández Ramos, Antonio Skarmeta

专题命中 仓库级理解 ：repository(abstract)；分类 cs.LG

Comments 13 pages, 11 figures, 3 tables