语言大模型 / LLM

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification

Jiangbo Shi, Chen Li, Tieliang Gong, Yefeng Zheng, Huazhu Fu

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

Comments CVPR 2024 (Updated version with corrections for typos and errors.)

Improving Existing Optimization Algorithms with LLMs

Camilo Chacón Sartori, Christian Blum

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

DynEx: Dynamic Code Synthesis with Structured Design Exploration for Accelerated Exploratory Programming

Jenny Ma, Karthik Sreedhar, Vivian Liu, Pedro Alejandro Perez, Sitong Wang, Riya Sahni, Lydia B. Chilton

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

Comments 27 pages, 9 figures

Can LLMs Convert Graphs to Text-Attributed Graphs?

Zehong Wang, Sidney Liu, Zheyuan Zhang, Tianyi Ma, Chuxu Zhang, Yanfang Ye

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

Comments Accepted by NAACL 25 Main Conference

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation

Bo Lin, Shangwen Wang, Liqian Chen, Xiaoguang Mao

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

Gender Bias and Property Taxes

Gordon Burtch, Alejandro Zentner

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

Can Generative LLMs Create Query Variants for Test Collections? An Exploratory Study

Marwah Alaofi, Luke Gallagher, Mark Sanderson, Falk Scholer, Paul Thomas

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

Comments Published in the proceedings of SIGIR'23

Boundary Value Test Input Generation Using Prompt Engineering with LLMs: Fault Detection and Coverage Analysis

Xiujing Guo, Chen Li, Tatsuhiro Tsuchiya

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

One Does Not Simply Meme Alone: Evaluating Co-Creativity Between LLMs and Humans in the Generation of Humor

Zhikun Wu, Thomas Weber, Florian Müller

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

Comments to appear in: 30th International Conference on Intelligent User Interfaces IUI 25 March 2427 2025 Cagliari Italy

Representing Visualization Insights as a Dense Insight Network

Jane Hoffswell, Victor Soares Bursztyn, Shunan Guo, Jesse Martinez, Eunyee Koh

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

Comments Currently Under Review

Enhancing Image Generation Fidelity via Progressive Prompts

Zhen Xiong, Yuqi Li, Chuanguang Yang, Tiao Tan, Zhihong Zhu, Siyuan Li, Yue Ma

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

Comments Accepted by ICASSP 2025, Github: https://github.com/ZhenXiong-dl/ICASSP2025-RCAC

How is Google using AI for internal code migrations?

Stoyan Nikolov, Daniele Codecasa, Anna Sjovall, Maxim Tabachnyk, Satish Chandra, Siddharth Taneja, Celal Ziftci

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

ModelShield: Adaptive and Robust Watermark against Model Extraction Attack

Kaiyi Pang, Tao Qi, Chuhan Wu, Minhao Bai, Minghu Jiang, Yongfeng Huang

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

Infecting Generative AI With Viruses

David Noever, Forrest McKee

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

On the Impact of Requirements Smells in Prompts: The Case of Automated Traceability

Andreas Vogelsang, Alexander Korn, Giovanna Broccia, Alessio Ferrari, Jannik Fischbach, Chetan Arora

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

Comments Accepted at 2025 IEEE/ACM 47th International Conference on Software Engineering: New Ideas and Emerging Results (ICSE-NIER)

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers

Adam Alami, Neil A. Ernst

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

Comments Accepted at CHASE 2025

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation

Hamraz Javaheri, Omid Ghamarnejad, Paul Lukowicz, Gregor Alexander Stavrou, Jakob Karolus

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

Comments 32 pages, 9 figures

ScamChatBot: An End-to-End Analysis of Fake Account Recovery on Social Media via Chatbots

Bhupendra Acharya, Dominik Sautter, Muhammad Saad, Thorsten Holz

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

Moving Beyond LDA: A Comparison of Unsupervised Topic Modelling Techniques for Qualitative Data Analysis of Online Communities

Amandeep Kaur, James R. Wallace

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

Mobilizing Waldo: Evaluating Multimodal AI for Public Mobilization

Manuel Cebrian, Petter Holme, Niccolo Pescetelli

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

Comments 11 pages, 2 figures, 2 tables

MoRAG -- Multi-Fusion Retrieval Augmented Generation for Human Motion

Sai Shashank Kalakonda, Shubh Maheshwari, Ravi Kiran Sarvadevabhatla

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

Removing Spurious Correlation from Neural Network Interpretations

Milad Fotouhi, Mohammad Taha Bahadori, Oluwaseyi Feyisetan, Payman Arabshahi, David Heckerman

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

Boosting Weakly-Supervised Referring Image Segmentation via Progressive Comprehension

Zaiquan Yang, Yuhao Liu, Jiaying Lin, Gerhard Hancke, Rynson W. H. Lau

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

Comments Accepted to NeurIPS2024

ChatSplat: 3D Conversational Gaussian Splatting

Hanlin Chen, Fangyin Wei, Gim Hee Lee

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

Deep Learning-based Code Reviews: A Paradigm Shift or a Double-Edged Sword?

Rosalia Tufano, Alberto Martin-Lopez, Ahmad Tayeb, Ozren Dabić, Sonia Haiduc, Gabriele Bavota

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

Predictive Power of LLMs in Financial Markets

Jerick Shi, Burton Hollifield

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

Improving Controllability and Editability for Pretrained Text-to-Music Generation Models

Yixiao Zhang

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

Comments PhD Thesis

Improving Steering Vectors by Targeting Sparse Autoencoder Features

Sviatoslav Chalnev, Matthew Siu, Arthur Conmy

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

Comments 8 maintext pages and 9 appendix pages

Beyond Isolation: Multi-Agent Synergy for Improving Knowledge Graph Construction

Hongbin Ye, Honghao Gui, Aijia Zhang, Tong Liu, Weiqiang Jia

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

Comments Accepted by CCKS 2024, best english candidate paper

Can sparse autoencoders be used to decompose and interpret steering vectors?

Harry Mayne, Yushi Yang, Adam Mahdi

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