代码大模型 / AI 编程

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

Multi Time Scale World Models

Vaisakh Shaj, Saleh Gholam Zadeh, Ozan Demir, Luiz Ricardo Douat, Gerhard Neumann

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

Comments Accepted as spotlight at NeurIPS 2023

Token-Level Adaptation of LoRA Adapters for Downstream Task Generalization

Joshua Belofsky

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

Evaluating the Impact of Flaky Simulators on Testing Autonomous Driving Systems

Mohammad Hossein Amini, Shervin Naseri, Shiva Nejati

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

Comments Accepted for publication by Empirical Software Engineering Journal (EMSE) (in November 2023)

Utilizing Explainability Techniques for Reinforcement Learning Model Assurance

Alexander Tapley, Kyle Gatesman, Luis Robaina, Brett Bissey, Joseph Weissman

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

Comments 9 pages, 8 figures including appendices (A, B, C). Accepted as a poster presentation in the demo track at the "XAI in Action: Past, Present, and Future Applications" workshop at NeurIPS 2023. MITRE Public Release Case Number 23-3095

Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language Agents

Zhuosheng Zhang, Yao Yao, Aston Zhang, Xiangru Tang, Xinbei Ma, Zhiwei He, Yiming Wang, Mark Gerstein, Rui Wang, Gongshen Liu, Hai Zhao

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

GPT4All: An Ecosystem of Open Source Compressed Language Models

Yuvanesh Anand, Zach Nussbaum, Adam Treat, Aaron Miller, Richard Guo, Ben Schmidt, GPT4All Community, Brandon Duderstadt, Andriy Mulyar

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

Comments Accepted at NLP-OSS at EMNLP 2023

Spectral Cross-Domain Neural Network with Soft-adaptive Threshold Spectral Enhancement

Che Liu, Sibo Cheng, Weiping Ding, Rossella Arcucci

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

ACL Anthology Helper: A Tool to Retrieve and Manage Literature from ACL Anthology

Chen Tang, Frank Guerin, Chenghua Lin

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