代码大模型 / AI 编程

Automatic Extraction of Linguistic Description from Fuzzy Rule Base

Krzysztof Siminski, Konrad Wnuk

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

Learning Service Selection Decision Making Behaviors During Scientific Workflow Development

Xihao Xie, Jia Zhang, Rahul Ramachandran, Tsengdar J. Lee, Seungwon Lee

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

Comments 14 pages, 8 figures. arXiv admin note: text overlap with arXiv:2205.11771

An LLM-Based Digital Twin for Optimizing Human-in-the Loop Systems

Hanqing Yang, Marie Siew, Carlee Joe-Wong

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

Comments Accepted at International Workshop on Foundation Models for Cyber-Physical Systems & Internet of Things (FMSys) 2024, Co-located at CPS-IoT Week 2024

Scalable Optimal Transport Methods in Machine Learning: A Contemporary Survey

Abdelwahed Khamis, Russell Tsuchida, Mohamed Tarek, Vivien Rolland, Lars Petersson

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

Comments Accepted @ TPAMI 24

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence 2024

TiC-CLIP: Continual Training of CLIP Models

Saurabh Garg, Mehrdad Farajtabar, Hadi Pouransari, Raviteja Vemulapalli, Sachin Mehta, Oncel Tuzel, Vaishaal Shankar, Fartash Faghri

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

Comments ICLR 2024

Retentive or Forgetful? Diving into the Knowledge Memorizing Mechanism of Language Models

Boxi Cao, Qiaoyu Tang, Hongyu Lin, Shanshan Jiang, Bin Dong, Xianpei Han, Jiawei Chen, Tianshu Wang, Le Sun

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

Comments Accepted by LREC-COLING 2024

Universal Model in Online Customer Service

Shu-Ting Pi, Cheng-Ping Hsieh, Qun Liu, Yuying Zhu

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

Journal ref Companion Proceedings of the ACM Web Conference 2023

Diffusion Models for Reinforcement Learning: A Survey

Zhengbang Zhu, Hanye Zhao, Haoran He, Yichao Zhong, Shenyu Zhang, Haoquan Guo, Tingting Chen, Weinan Zhang

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

Comments Fixed typos

Scaling Up LLM Reviews for Google Ads Content Moderation

Wei Qiao, Tushar Dogra, Otilia Stretcu, Yu-Han Lyu, Tiantian Fang, Dongjin Kwon, Chun-Ta Lu, Enming Luo, Yuan Wang, Chih-Chun Chia, Ariel Fuxman, Fangzhou Wang, Ranjay Krishna, Mehmet Tek

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

Efficient Resource Scheduling for Distributed Infrastructures Using Negotiation Capabilities

Junjie Chu, Prashant Singh, Salman Toor

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

Comments Accepted in IEEE CLOUD 2023. 13 pages, 5 figures

Edu-ConvoKit: An Open-Source Library for Education Conversation Data

Rose E. Wang, Dorottya Demszky

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

Comments https://github.com/stanfordnlp/edu-convokit https://edu-convokit.readthedocs.io/en/latest/

An Exploration of Clustering Algorithms for Customer Segmentation in the UK Retail Market

Jeen Mary John, Olamilekan Shobayo, Bayode Ogunleye

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

Comments 15 pages, Journal of Analytics

Journal ref Analytics, 2(4), 809-823 (2023)

Federated Learning with New Knowledge: Fundamentals, Advances, and Futures

Lixu Wang, Yang Zhao, Jiahua Dong, Ating Yin, Qinbin Li, Xiao Wang, Dusit Niyato, Qi Zhu

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

Comments 10 pages

Predicting Software Performance with Divide-and-Learn

Jingzhi Gong, Tao Chen

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

Comments This paper has been accepted by The ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) 2023

An Empirical Study on Usage and Perceptions of LLMs in a Software Engineering Project

Sanka Rasnayaka, Guanlin Wang, Ridwan Shariffdeen, Ganesh Neelakanta Iyer

专题命中 仓库级理解 ：code generation(abstract)；分类 cs.SE、cs.AI

Comments 8 pages, 6 figures, accepted for publication at the LLM4Code workshop @ ICSE 2024

CongNaMul: A Dataset for Advanced Image Processing of Soybean Sprouts

Byunghyun Ban, Donghun Ryu, Su-won Hwang

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

Comments Accepted to International Conference on ICT Convergence 2023

Journal ref 2023 14th International Conference on Information and Communication Technology Convergence (ICTC)

Expectation Maximization Pseudo Labels

Moucheng Xu, Yukun Zhou, Chen Jin, Marius de Groot, Daniel C. Alexander, Neil P. Oxtoby, Yipeng Hu, Joseph Jacob

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

Comments Accepted in Medical Image Analysis

Contract Usage and Evolution in Android Mobile Applications

David R. Ferreira, Alexandra Mendes, João F. Ferreira

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

GenSim: Generating Robotic Simulation Tasks via Large Language Models

Lirui Wang, Yiyang Ling, Zhecheng Yuan, Mohit Shridhar, Chen Bao, Yuzhe Qin, Bailin Wang, Huazhe Xu, Xiaolong Wang

专题命中 仓库级理解 ：code generation(abstract)；分类 cs.CL、cs.LG

Comments See our project website (https://liruiw.github.io/gensim), demo and datasets (https://huggingface.co/spaces/Gen-Sim/Gen-Sim), and code (https://github.com/liruiw/GenSim) for more details

Journal ref International Conference on Learning Representations (ICLR), 2024

Zero Bubble Pipeline Parallelism

Penghui Qi, Xinyi Wan, Guangxing Huang, Min Lin

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

Precipitation Prediction Using an Ensemble of Lightweight Learners

Xinzhe Li, Sun Rui, Yiming Niu, Yao Liu

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

GEML: A Grammar-based Evolutionary Machine Learning Approach for Design-Pattern Detection

Rafael Barbudo, Aurora Ramírez, Francisco Servant, José Raúl Romero

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

Comments 27 pages, 18 tables, 10 figures, journal paper

Journal ref Journal of Systems and Software, Volume 175, May 2021, 110919

A case study of Generative AI in MSX Sales Copilot: Improving seller productivity with a real-time question-answering system for content recommendation

Manpreet Singh, Ravdeep Pasricha, Nitish Singh, Ravi Prasad Kondapalli, Manoj R, Kiran R, Laurent Boué

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

Journal ref Microsoft Journal of Applied Research, Volume 20, 2024

Learning Persistent Community Structures in Dynamic Networks via Topological Data Analysis

Dexu Kong, Anping Zhang, Yang Li

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

Comments AAAI 2024

Interpretable Time Series Models for Wastewater Modeling in Combined Sewer Overflows

Teodor Chiaburu, Felix Biessmann

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

Comments 8 pages, 5 figures, 2 tables, presented at iSCSi 2023 Lisbon

OpenRL: A Unified Reinforcement Learning Framework

Shiyu Huang, Wentse Chen, Yiwen Sun, Fuqing Bie, Wei-Wei Tu

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

Exploring the Impact of Model Scaling on Parameter-Efficient Tuning

Yusheng Su, Chi-Min Chan, Jiali Cheng, Yujia Qin, Yankai Lin, Shengding Hu, Zonghan Yang, Ning Ding, Xingzhi Sun, Guotong Xie, Zhiyuan Liu, Maosong Sun

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

Taming Waves: A Physically-Interpretable Machine Learning Framework for Realizable Control of Wave Dynamics

Tristan Shah, Feruza Amirkulova, Stas Tiomkin

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

A Vision for Operationalising Diversity and Inclusion in AI

Muneera Bano, Didar Zowghi, Vincenzo Gervasi

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

A Probabilistic Neural Twin for Treatment Planning in Peripheral Pulmonary Artery Stenosis

John D. Lee, Jakob Richter, Martin R. Pfaller, Jason M. Szafron, Karthik Menon, Andrea Zanoni, Michael R. Ma, Jeffrey A. Feinstein, Jacqueline Kreutzer, Alison L. Marsden, Daniele E. Schiavazzi

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