代码大模型 / AI 编程

RePO: Replay-Enhanced Policy Optimization

Siheng Li, Zhanhui Zhou, Wai Lam, Chao Yang, Chaochao Lu

机构 * The Chinese University of Hong Kong（香港中文大学） ； Shanghai Artificial Intelligence Laboratory（上海人工智能实验室） 纠错

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

Comments Project Page: https://github.com/SihengLi99/RePO

CoRet: Improved Retriever for Code Editing

Fabio Fehr, Prabhu Teja Sivaprasad, Luca Franceschi, Giovanni Zappella

机构 * EPFL（苏黎世联邦理工学院） ； Idiap Research Institute（伊迪亚普研究机构） ； AWS AI Labs（亚马逊AI实验室） 纠错

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

Comments ACL 2025

SequentialBreak: Large Language Models Can be Fooled by Embedding Jailbreak Prompts into Sequential Prompt Chains

Bijoy Ahmed Saiem, MD Sadik Hossain Shanto, Rakib Ahsan, Md Rafi ur Rashid

机构 * Bangladesh University of Engineering and Technology（孟加拉工程科技大学） ； Pennsylvania State University（宾夕法尼亚州立大学） 纠错

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

Tuning LLM Judge Design Decisions for 1/1000 of the Cost

David Salinas, Omar Swelam, Frank Hutter

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

Multi-view autoencoders for Fake News Detection

Ingryd V. S. T. Pereira, George D. C. Cavalcanti, Rafael M. O. Cruz

机构 * Centro de Informática Universidade Federal de Pernambuco（计算机中心 巴西佩纳布卢克联邦大学） ； École de technologie supérieure Université du Québec（高等技术学院魁北克大学） 纠错

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

Comments Accepted by IEEE Symposium Series on Computational Intelligence - IEEE SSCI 2025

Building A Proof-Oriented Programmer That Is 64% Better Than GPT-4o Under Data Scarcity

Dylan Zhang, Justin Wang, Tianran Sun

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

MB-ORES: A Multi-Branch Object Reasoner for Visual Grounding in Remote Sensing

Karim Radouane, Hanane Azzag, Mustapha lebbah

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

Extracting Patient History from Clinical Text: A Comparative Study of Clinical Large Language Models

Hieu Nghiem, Tuan-Dung Le, Suhao Chen, Thanh Thieu, Andrew Gin, Ellie Phuong Nguyen, Dursun Delen, Johnson Thomas, Jivan Lamichhane, Zhuqi Miao

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

DailyDilemmas: Revealing Value Preferences of LLMs with Quandaries of Daily Life

Yu Ying Chiu, Liwei Jiang, Yejin Choi

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

Comments Accepted into ICLR 2025 (spotlight)

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

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

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)

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

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

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

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

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

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

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

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

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

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

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

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

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

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)

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

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

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/

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