代码大模型 / AI 编程

Hidden Entity Detection from GitHub Leveraging Large Language Models

Lu Gan, Martin Blum, Danilo Dessi, Brigitte Mathiak, Ralf Schenkel, Stefan Dietze

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

Comments accepted by KDD2024 workshop DL4KG

Machine Learning of polymer types from the spectral signature of Raman spectroscopy microplastics data

Sheela Ramanna, Danila Morozovskii, Sam Swanson, Jennifer Bruneau

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

Journal ref Advances in Artificial Intelligence and Machine Learning (AAIML) 2023

Continual Deep Reinforcement Learning with Task-Agnostic Policy Distillation

Muhammad Burhan Hafez, Kerim Erekmen

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

Comments Accepted for publication in Scientific Reports

A Live Extensible Ontology of Quality Factors for Textual Requirements

Julian Frattini, Lloyd Montgomery, Jannik Fischbach, Michael Unterkalmsteiner, Daniel Mendez, Davide Fucci

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

Comments 7 pages, 1 figure, requirements engineering conference

Visual Large Language Models for Generalized and Specialized Applications

Yifan Li, Zhixin Lai, Wentao Bao, Zhen Tan, Anh Dao, Kewei Sui, Jiayi Shen, Dong Liu, Huan Liu, Yu Kong

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

A Novel Approach using CapsNet and Deep Belief Network for Detection and Identification of Oral Leukopenia

Hirthik Mathesh GV, Kavin Chakravarthy M, Sentil Pandi S

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

Comments Accepted to IEEE International Conference on Advancement in Communication and Computing Technology (INOACC), will be held in Sai Vidya Institute of Technology, Bengaluru, Karnataka, India. (Preprint)

A Graph Neural Network deep-dive into successful counterattacks

Joris Bekkers, Amod Sahasrabudhe

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

Comments 11 pages, 11 figures, first submitted (and accepted) at MIT Sloan Sports Analytics Conference 2023

Graph-Driven Models for Gas Mixture Identification and Concentration Estimation on Heterogeneous Sensor Array Signals

Ding Wang, Lei Wang, Huilin Yin, Guoqing Gu, Zhiping Lin, Wenwen Zhang

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

CPPJoules: An Energy Measurement Tool for C++

Shivadharshan S, Akilesh P, Rajrupa Chattaraj, Sridhar Chimalakonda

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

Rashomon effect in Educational Research: Why More is Better Than One for Measuring the Importance of the Variables?

Jakub Kuzilek, Mustafa Çavuş

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

What Makes Programmers Laugh? Exploring the Submissions of the Subreddit r/ProgrammerHumor

Miikka Kuutila, Leevi Rantala, Junhao Li, Simo Hosio, Mika Mäntylä

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

Comments 11 pages. Accepted to International Symposium on Empirical Software Engineering and Measurement (ESEM) 2024 research track

Multi-Graph Co-Training for Capturing User Intent in Session-based Recommendation

Zhe Yang, Tiantian Liang

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

Comments COLING 2025 Main Conference

BarcodeMamba: State Space Models for Biodiversity Analysis

Tiancheng Gao, Graham W. Taylor

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

Comments 9 pages, 2 figures, accepted at Foundation Models for Science: Progress, Opportunities, and Challenges Workshop (NeurIPS 2024)

Mitigating Downstream Model Risks via Model Provenance

Keyu Wang, Abdullah Norozi Iranzad, Scott Schaffter, Meg Risdal, Doina Precup, Jonathan Lebensold

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

RUMC: A Rule-based Classifier Inspired by Evolutionary Methods

Melvin Mokhtari

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

Comments 8 pages, 3 tables, 2 pseudocodes, 1 figure

eipy: An Open-Source Python Package for Multi-modal Data Integration using Heterogeneous Ensembles

Jamie J. R. Bennett, Aviad Susman, Yan Chak Li, Gaurav Pandey

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

Beyond pip install: Evaluating LLM Agents for the Automated Installation of Python Projects

Louis Milliken, Sungmin Kang, Shin Yoo

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

Fast Polypharmacy Side Effect Prediction Using Tensor Factorisation

Oliver Lloyd, Yi Liu, Tom R. Gaunt

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

Journal ref Bioinformatics, 2024;, btae706

Adaptable and Reliable Text Classification using Large Language Models

Zhiqiang Wang, Yiran Pang, Yanbin Lin, Xingquan Zhu

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

Comments ICDM Workshop ARRL 2024

Underproduction: An Approach for Measuring Risk in Open Source Software

Kaylea Champion, Benjamin Mako Hill

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

Comments Preprint of archival paper accepted for SANER 2021

Journal ref 2021 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER)

Compliant Self Service Access to Secondary Use Clinical Data at Stanford Medicine

SC Weber, J Pallas, G Olson, D Love, S Malunjkar, S Boosi, E Loh, S Datta, TA Ferris

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

Detecting Redundant Health Survey Questions Using Language-agnostic BERT Sentence Embedding (LaBSE)

Sunghoon Kang, Hyeoneui Kim, Hyewon Park, Ricky Taira

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

BIMCaP: BIM-based AI-supported LiDAR-Camera Pose Refinement

Miguel Arturo Vega Torres, Anna Ribic, Borja García de Soto, André Borrmann

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

Comments 10 pages, 24 figures, Conference: EG-ICE: 31st International Workshop on Intelligent Computing in Engineering

No Size Fits All: The Perils and Pitfalls of Leveraging LLMs Vary with Company Size

Ashok Urlana, Charaka Vinayak Kumar, Bala Mallikarjunarao Garlapati, Ajeet Kumar Singh, Rahul Mishra

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

Comments COLING2025 Industry track

Enabling more efficient and cost-effective AI/ML systems with Collective Mind, virtualized MLOps, MLPerf, Collective Knowledge Playground and reproducible optimization tournaments

Grigori Fursin

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

Efficient Ternary Weight Embedding Model: Bridging Scalability and Performance

Jiayi Chen, Chen Wu, Shaoqun Zhang, Nan Li, Liangjie Zhang, Qi Zhang

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

Comments Technical Report

Comparative Analysis of nnUNet and MedNeXt for Head and Neck Tumor Segmentation in MRI-guided Radiotherapy

Nikoo Moradi, André Ferreira, Behrus Puladi, Jens Kleesiek, Emad Fatemizadeh, Gijs Luijten, Victor Alves, Jan Egger

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

Comments 15 pages, 3 figures

Thinking Before Looking: Improving Multimodal LLM Reasoning via Mitigating Visual Hallucination

Haojie Zheng, Tianyang Xu, Hanchi Sun, Shu Pu, Ruoxi Chen, Lichao Sun

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

Membership Inference Attack against Long-Context Large Language Models

Zixiong Wang, Gaoyang Liu, Yang Yang, Chen Wang

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

Scholarly Wikidata: Population and Exploration of Conference Data in Wikidata using LLMs

Nandana Mihindukulasooriya, Sanju Tiwari, Daniil Dobriy, Finn Årup Nielsen, Tek Raj Chhetri, Axel Polleres

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

Comments 17 pages, accepted at EKAW-24