语言大模型 / LLM

Towards Human-interpretable Explanation in Code Clone Detection using LLM-based Post Hoc Explainer

Teeradaj Racharak, Chaiyong Ragkhitwetsagul, Chayanee Junplong, Akara Supratak

专题命中 其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

PROMFUZZ: Leveraging LLM-Driven and Bug-Oriented Composite Analysis for Detecting Functional Bugs in Smart Contracts

Xingshuang Lin, Qinge Xie, Binbin Zhao, Yuan Tian, Saman Zonouz, Na Ruan, Jiliang Li, Raheem Beyah, Shouling Ji

专题命中 其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

Argumentative Experience: Reducing Confirmation Bias on Controversial Issues through LLM-Generated Multi-Persona Debates

Li Shi, Houjiang Liu, Yian Wong, Utkarsh Mujumdar, Dan Zhang, Jacek Gwizdka, Matthew Lease

专题命中 其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

Comments Complete reanalysis using a revised methodology; results, figures, and discussion updated to reflect the new approach

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System

Chanti Raju Mylay, Bobin Deng, Zhipeng Cai, Honghui Xu

专题命中 其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

Denoising GER: A Noise-Robust Generative Error Correction with LLM for Speech Recognition

Yanyan Liu, Minqiang Xu, Yihao Chen, Liang He, Lei Fang, Sian Fang, Lin Liu

机构 * School of Computer Science and Technology（计算机科学与技术学院） ； Xinjiang University（新疆大学） ； Hefei iFly Digital Technology Co. Ltd.（合肥iFly数字技术有限公司） ； University of Science and Technology of China（中国科学技术大学） ； Tsinghua University（清华大学） 纠错

专题命中 其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

An Empirical Study of Vulnerable Package Dependencies in LLM Repositories

Shuhan Liu, Xing Hu, Xin Xia, David Lo, Xiaohu Yang

专题命中 其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

MERIT: Maximum-normalized Element-wise Ratio for Language Model Large-batch Training

Yang Luo, Zangwei Zheng, Ziheng Qin, Zirui Zhu, Yong Liu, Yang You

机构 * School of Computing, National University of Singapore, Singapore（新加坡国立大学计算机学院） 纠错

专题命中 其他LLM ：language model(title,abstract)；large language model(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments ICML 2025

Athena: Intermediate Representations for Iterative Scaffolded App Generation with an LLM

Jazbo Beason, Ruijia Cheng, Eldon Schoop, Jeffrey Nichols

专题命中 其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

CITYWALK: Enhancing LLM-Based C++ Unit Test Generation via Project-Dependency Awareness and Language-Specific Knowledge

Yuwei Zhang, Qingyuan Lu, Kai Liu, Wensheng Dou, Jiaxin Zhu, Li Qian, Chunxi Zhang, Zheng Lin, Jun Wei

专题命中 其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

Comments Preprint, to appear in the ACM Transactions on Software Engineering and Methodology (TOSEM)

Talking-to-Build: How LLM-Assisted Interface Shapes Player Performance and Experience in Minecraft

Xin Sun, Lei Wang, Yue Li, Jie Li, Massimo Poesio, Julian Frommel, Koen Hinriks, Jiahuan Pei

专题命中 其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

Introducing HALC: A general pipeline for finding optimal prompting strategies for automated coding with LLMs in the computational social sciences

Andreas Reich, Claudia Thoms, Tobias Schrimpf

专题命中 其他LLM ：prompting(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments 48 pages, 9 figures and 8 tables

Exploring undercurrents of learning tensions in an LLM-enhanced landscape: A student-centered qualitative perspective on LLM vs Search

Rahul R. Divekar, Sophia Guerra, Lisette Gonzalez, Natasha Boos, Helen Zhou

专题命中 其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

YATE: The Role of Test Repair in LLM-Based Unit Test Generation

Michael Konstantinou, Renzo Degiovanni, Jie M. Zhang, Mark Harman, Mike Papadakis

专题命中 其他LLM ：LLM(title,abstract)；language model(abstract)；prompting(abstract)

Comments 12 pages, 4 figures

A Pilot Study on LLM-Based Agentic Translation from Android to iOS: Pitfalls and Insights

Zhili Zeng, Kimya Khakzad Shahandashti, Alvine Boaye Belle, Song Wang, Zhen Ming, Jiang

专题命中 其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

Enhancing LLM Code Generation with Ensembles: A Similarity-Based Selection Approach

Tarek Mahmud, Bin Duan, Corina Pasareanu, Guowei Yang

专题命中 其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

LLAMA: Multi-Feedback Smart Contract Fuzzing Framework with LLM-Guided Seed Generation

Keke Gai, Haochen Liang, Jing Yu, Liehuang Zhu, Dusit Niyato

专题命中 其他LLM ：LLM(title)；large language model(abstract)；language model(abstract)；prompting(abstract)

Towards Emotion Co-regulation with LLM-powered Socially Assistive Robots: Integrating LLM Prompts and Robotic Behaviors to Support Parent-Neurodivergent Child Dyads

Jing Li, Felix Schijve, Sheng Li, Yuye Yang, Jun Hu, Emilia Barakova

机构 * Department of Industrial Design, Eindhoven University of Technology（工业设计系，埃因霍温理工大学） ； Department of Biomedical Engineering, Eindhoven University of Technology（生物医学工程系，埃因霍温理工大学） ； Department of Engineering, Institute of Science Tokyo（工程系，东京科学研究所） ； Department of Engineering, Utrecht University（工程系，乌得勒支大学） 纠错

专题命中 其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

Comments Submission for the IROS 2025 conference

Negotiating Comfort: Simulating Personality-Driven LLM Agents in Shared Residential Social Networks

Ann Nedime Nese Rende, Tolga Yilmaz, Özgür Ulusoy

专题命中 其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

Position Paper: Programming Language Techniques for Bridging LLM Code Generation Semantic Gaps

Yalong Du, Chaozheng Wang, Huaijin Wang

专题命中 其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

Bilateral Collaboration with Large Vision-Language Models for Open Vocabulary Human-Object Interaction Detection

Yupeng Hu, Changxing Ding, Chang Sun, Shaoli Huang, Xiangmin Xu

机构 * South China University of Technology（南方科技大学） ； Tencent AI Lab（腾讯人工智能实验室） ； Foshan University（佛山大学） 纠错

专题命中 其他LLM ：language model(title,abstract)；LLM(abstract)；large language model(abstract)

Comments ICCV 2025

PBE Meets LLM: When Few Examples Aren't Few-Shot Enough

Shuning Zhang, Yongjoo Park

专题命中 其他LLM ：LLM(title)；large language model(abstract)；language model(abstract)；prompting(abstract)

Comments 7 pages, 5 figures, accepted by VLDB QDB'25 workshop

The time course of visuo-semantic representations in the human brain is captured by combining vision and language models

Boyan Rong, Alessandro Thomas Gifford, Emrah Düzel, Radoslaw Martin Cichy

专题命中 其他LLM ：language model(title,abstract)；LLM(abstract)；large language model(abstract)

LLM-enhanced Interactions in Human-Robot Collaborative Drawing with Older Adults

Marianne Bossema, Somaya Ben Allouch, Aske Plaat, Rob Saunders

专题命中 其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

TableVault: Managing Dynamic Data Collections for LLM-Augmented Workflows

Jinjin Zhao, Sanjay Krishnan

专题命中 其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

Engagement and Disclosures in LLM-Powered Cognitive Behavioral Therapy Exercises: A Factorial Design Comparing the Influence of a Robot vs. Chatbot Over Time

Mina Kian, Mingyu Zong, Katrin Fischer, Anna-Maria Velentza, Abhyuday Singh, Kaleen Shrestha, Pau Sang, Shriya Upadhyay, Wallace Browning, Misha Arif Faruki, Sébastien M. R. Arnold, Bhaskar Krishnamachari, Maja Matarić

专题命中 其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

A Variational Framework for Improving Naturalness in Generative Spoken Language Models

Li-Wei Chen, Takuya Higuchi, Zakaria Aldeneh, Ahmed Hussen Abdelaziz, Alexander Rudnicky

机构 * Language Technology Institute, Carnegie Mellon University（卡内基梅隆大学语言技术研究所） ； Apple（苹果公司） 纠错

专题命中 其他LLM ：language model(title,abstract)；large language model(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments International Conference on Machine Learning (ICML) 2025

SRLAgent: Enhancing Self-Regulated Learning Skills through Gamification and LLM Assistance

Wentao Ge, Yuqing Sun, Ziyan Wang, Haoyue Zheng, Weiyang He, Piaohong Wang, Qianyu Zhu, Benyou Wang

专题命中 其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

Comments 14 pages

Detecting State Manipulation Vulnerabilities in Smart Contracts Using LLM and Static Analysis

Hao Wu, Haijun Wang, Shangwang Li, Yin Wu, Ming Fan, Yitao Zhao, Ting Liu

专题命中 其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

Unmasking Implicit Bias: Evaluating Persona-Prompted LLM Responses in Power-Disparate Social Scenarios

Bryan Chen Zhengyu Tan, Roy Ka-Wei Lee

专题命中 其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

Comments NAACL 2025; 10 pages of main text. For interactive visualisation, see https://inc0mple.github.io/Implicit_Bias_Interactive_Data_Viz

Unlocking the Capabilities of Large Vision-Language Models for Generalizable and Explainable Deepfake Detection

Peipeng Yu, Jianwei Fei, Hui Gao, Xuan Feng, Zhihua Xia, Chip Hong Chang

专题命中 其他LLM ：language model(title,abstract)；LLM(abstract)；large language model(abstract)

Comments Accepted by ICML 2025