代码大模型 / AI 编程 - arXivDaily 专题

2412.08099 2025-03-14 cs.LG cs.AI cs.CL cs.CR 67%

Adversarial Vulnerabilities in Large Language Models for Time Series Forecasting

Fuqiang Liu, Sicong Jiang, Luis Miranda-Moreno, Seongjin Choi, Lijun Sun

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

Comments AISTATS 2025

2503.02911 2025-03-06 cs.SE cs.AI cs.CL 67%

Text2Scenario: Text-Driven Scenario Generation for Autonomous Driving Test

Xuan Cai, Xuesong Bai, Zhiyong Cui, Danmu Xie, Daocheng Fu, Haiyang Yu, Yilong Ren

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

2406.05804 2024-12-03 cs.AI cs.CL cs.SE 67%

A Review of Prominent Paradigms for LLM-Based Agents: Tool Use (Including RAG), Planning, and Feedback Learning

Xinzhe Li

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

Comments CoLing 2025 Camera Ready (extended to 9 pages)

2407.01603 2024-11-18 cs.LG cs.AI cs.CL physics.chem-ph 67%

A Review of Large Language Models and Autonomous Agents in Chemistry

Mayk Caldas Ramos, Christopher J. Collison, Andrew D. White

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

2410.14753 2024-10-30 cs.LG cs.AI cs.CL 67%

Collaboratively adding new knowledge to an LLM

Rhui Dih Lee, Laura Wynter

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

2410.08037 2024-10-11 cs.LG cs.AI cs.CL cs.MA 67%

Composite Learning Units: Generalized Learning Beyond Parameter Updates to Transform LLMs into Adaptive Reasoners

Santosh Kumar Radha, Oktay Goktas

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

2409.18996 2024-10-01 cs.CL cs.AI cs.CV cs.LG cs.MM 67%

From Linguistic Giants to Sensory Maestros: A Survey on Cross-Modal Reasoning with Large Language Models

Shengsheng Qian, Zuyi Zhou, Dizhan Xue, Bing Wang, Changsheng Xu

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

2409.09030 2024-09-24 cs.SE cs.AI cs.CL 67%

Agents in Software Engineering: Survey, Landscape, and Vision

Yanlin Wang, Wanjun Zhong, Yanxian Huang, Ensheng Shi, Min Yang, Jiachi Chen, Hui Li, Yuchi Ma, Qianxiang Wang, Zibin Zheng

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

Comments 12 pages, 4 figures

2406.10552 2024-07-09 cs.CL cs.AI cs.LG 67%

Large Language Model Enhanced Clustering for News Event Detection

Adane Nega Tarekegn

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

2406.11231 2024-06-18 cs.RO cs.AI cs.CL cs.LG 67%

Enabling robots to follow abstract instructions and complete complex dynamic tasks

Ruaridh Mon-Williams, Gen Li, Ran Long, Wenqian Du, Chris Lucas

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

2405.16655 2024-05-28 cs.CR cs.AI cs.CY cs.LG cs.SE 67%

Predicting Likely-Vulnerable Code Changes: Machine Learning-based Vulnerability Protections for Android Open Source Project

Keun Soo Yim

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

Comments This is a preprint of an article that has been submitted to a journal for publication

2405.08944 2024-05-16 cs.LG cs.AI cs.CL cs.DC 67%

Challenges in Deploying Long-Context Transformers: A Theoretical Peak Performance Analysis

Yao Fu

专题命中仓库级理解：coding agent(abstract)；分类 cs.CL、cs.AI、cs.LG

2405.02774 2024-05-07 cs.LG cs.AI cs.CL 67%

Get more for less: Principled Data Selection for Warming Up Fine-Tuning in LLMs

Feiyang Kang, Hoang Anh Just, Yifan Sun, Himanshu Jahagirdar, Yuanzhi Zhang, Rongxing Du, Anit Kumar Sahu, Ruoxi Jia

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

Comments Published as a conference paper at ICLR 2024

2404.08836 2024-04-16 cs.CL cs.AI cs.LG 67%

BERT-LSH: Reducing Absolute Compute For Attention

Zezheng Li, Kingston Yip

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

Comments 10 pages, 5 figures

2206.01818 2024-04-01 cs.AI cs.CL cs.IR cs.LG 67%

QAGCN: Answering Multi-Relation Questions via Single-Step Implicit Reasoning over Knowledge Graphs

Ruijie Wang, Luca Rossetto, Michael Cochez, Abraham Bernstein

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

2403.01309 2024-03-05 cs.CL cs.AI cs.LG 67%

VNLP: Turkish NLP Package

Meliksah Turker, Mehmet Erdi Ari, Aydin Han

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

2311.13380 2024-02-16 cs.SE cs.AI cs.LG 67%

Analyzing the Evolution and Maintenance of ML Models on Hugging Face

Joel Castaño, Silverio Martínez-Fernández, Xavier Franch, Justus Bogner

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

Comments Accepted at the 2024 IEEE/ACM 21th International Conference on Mining Software Repositories (MSR)

2402.03183 2024-02-06 cs.SE cs.AI cs.LG cs.PF 67%

Predicting Configuration Performance in Multiple Environments with Sequential Meta-learning

Jingzhi Gong, Tao Chen

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

Comments This paper has been accepted by FSE'24

2310.01825 2023-11-28 cs.CV cs.AI cs.CL cs.LG 67%

Empirical Study of PEFT techniques for Winter Wheat Segmentation

Mohamad Hasan Zahweh, Hasan Nasrallah, Mustafa Shukor, Ghaleb Faour, Ali J. Ghandour

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

2311.05437 2023-11-10 cs.CV cs.AI cs.CL cs.LG cs.MM 67%

LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents

Shilong Liu, Hao Cheng, Haotian Liu, Hao Zhang, Feng Li, Tianhe Ren, Xueyan Zou, Jianwei Yang, Hang Su, Jun Zhu, Lei Zhang, Jianfeng Gao, Chunyuan Li

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

Comments 25 pages, 25M file size. Project Page: https://llava-vl.github.io/llava-plus/

1910.07115 2023-10-24 cs.LG cs.CL cs.SE stat.ML 67%

HiGitClass: Keyword-Driven Hierarchical Classification of GitHub Repositories

Yu Zhang, Frank F. Xu, Sha Li, Yu Meng, Xuan Wang, Qi Li, Jiawei Han

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

Comments 10 pages; Accepted to ICDM 2019; Some typos fixed

2305.18315 2023-05-31 cs.CL cs.AI cs.IR cs.LG 67%

CDJUR-BR -- A Golden Collection of Legal Document from Brazilian Justice with Fine-Grained Named Entities

Antonio Mauricio, Vladia Pinheiro, Vasco Furtado, João Araújo Monteiro Neto, Francisco das Chagas Jucá Bomfim, André Câmara Ferreira da Costa, Raquel Silveira, Nilsiton Aragão

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

Comments 15 pages, in Portuguese language, 3 figures, 5 tables

2302.12840 2023-03-02 cs.CL cs.AI cs.LG cs.NE 67%

HULAT at SemEval-2023 Task 10: Data augmentation for pre-trained transformers applied to the detection of sexism in social media

Isabel Segura-Bedmar

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

Comments The experiments are not reproducible because I did not use a seed for replicability

2302.12794 2023-02-27 cs.CL cs.AI cs.LG cs.NE 67%

HULAT at SemEval-2023 Task 9: Data augmentation for pre-trained transformers applied to Multilingual Tweet Intimacy Analysis

Isabel Segura-Bedmar

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

2212.07951 2022-12-16 cs.SE cs.LG cs.PL 67%

A Data Source Dependency Analysis Framework for Large Scale Data Science Projects

Laurent Boué, Pratap Kunireddy, Pavle Subotić

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

2210.12228 2022-10-25 cs.CL cs.AI cs.LG 67%

EDUKG: a Heterogeneous Sustainable K-12 Educational Knowledge Graph

Bowen Zhao, Jiuding Sun, Bin Xu, Xingyu Lu, Yuchen Li, Jifan Yu, Minghui Liu, Tingjian Zhang, Qiuyang Chen, Hanming Li, Lei Hou, Juanzi Li

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

Comments 17 pages, 8 figures

2209.06168 2022-09-14 cs.AI cs.LG cs.PL 67%

Borch: A Deep Universal Probabilistic Programming Language

Lewis Belcher, Johan Gudmundsson, Michael Green

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

2105.03075 2021-12-03 cs.CL cs.AI cs.LG 67%

A Survey of Data Augmentation Approaches for NLP

Steven Y. Feng, Varun Gangal, Jason Wei, Sarath Chandar, Soroush Vosoughi, Teruko Mitamura, Eduard Hovy

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

Comments Accepted to ACL 2021 Findings. GitHub repo with paper list at https://github.com/styfeng/DataAug4NLP ; Talk at https://www.youtube.com/watch?v=kNBVesKUZCk&ab_channel=StevenFeng ; Podcast at https://www.youtube.com/watch?v=qmqyT_97Poc&ab_channel=GradientFlow and https://thedataexchange.media/data-augmentation-in-natural-language-processing

2104.01024 2021-04-05 cs.LG cs.AI cs.SE 67%

A Comparison of Similarity Based Instance Selection Methods for Cross Project Defect Prediction

Seyedrebvar Hosseini, Burak Turhan

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

Comments The 36th ACM/SIGAPP Symposium on Applied Computing (SAC'21), 10 pages

2005.05909 2020-10-06 cs.CL cs.AI cs.LG 67%

TextAttack: A Framework for Adversarial Attacks, Data Augmentation, and Adversarial Training in NLP

John X. Morris, Eli Lifland, Jin Yong Yoo, Jake Grigsby, Di Jin, Yanjun Qi

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

Comments 6 pages. More details are shared at https://github.com/QData/TextAttack

1. 仓库级理解 3924 篇

Adversarial Vulnerabilities in Large Language Models for Time Series Forecasting

Text2Scenario: Text-Driven Scenario Generation for Autonomous Driving Test

A Review of Prominent Paradigms for LLM-Based Agents: Tool Use (Including RAG), Planning, and Feedback Learning

A Review of Large Language Models and Autonomous Agents in Chemistry

Collaboratively adding new knowledge to an LLM

Composite Learning Units: Generalized Learning Beyond Parameter Updates to Transform LLMs into Adaptive Reasoners

From Linguistic Giants to Sensory Maestros: A Survey on Cross-Modal Reasoning with Large Language Models

Agents in Software Engineering: Survey, Landscape, and Vision

Large Language Model Enhanced Clustering for News Event Detection

Enabling robots to follow abstract instructions and complete complex dynamic tasks

Predicting Likely-Vulnerable Code Changes: Machine Learning-based Vulnerability Protections for Android Open Source Project

Challenges in Deploying Long-Context Transformers: A Theoretical Peak Performance Analysis

Get more for less: Principled Data Selection for Warming Up Fine-Tuning in LLMs

BERT-LSH: Reducing Absolute Compute For Attention

QAGCN: Answering Multi-Relation Questions via Single-Step Implicit Reasoning over Knowledge Graphs

VNLP: Turkish NLP Package

Analyzing the Evolution and Maintenance of ML Models on Hugging Face

Predicting Configuration Performance in Multiple Environments with Sequential Meta-learning

Empirical Study of PEFT techniques for Winter Wheat Segmentation

LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents

HiGitClass: Keyword-Driven Hierarchical Classification of GitHub Repositories

CDJUR-BR -- A Golden Collection of Legal Document from Brazilian Justice with Fine-Grained Named Entities

HULAT at SemEval-2023 Task 10: Data augmentation for pre-trained transformers applied to the detection of sexism in social media

HULAT at SemEval-2023 Task 9: Data augmentation for pre-trained transformers applied to Multilingual Tweet Intimacy Analysis

A Data Source Dependency Analysis Framework for Large Scale Data Science Projects

EDUKG: a Heterogeneous Sustainable K-12 Educational Knowledge Graph

Borch: A Deep Universal Probabilistic Programming Language

A Survey of Data Augmentation Approaches for NLP

A Comparison of Similarity Based Instance Selection Methods for Cross Project Defect Prediction

TextAttack: A Framework for Adversarial Attacks, Data Augmentation, and Adversarial Training in NLP