Papers citing 'Making LLMs Worth Every Penny: Resource-Limited Text Classification in Banking'

Title
ADMIT: Few-shot Knowledge Poisoning Attacks on RAG-based Fact Checking Yutao Wu Xiao Liu Y. Li Yifeng Gao Yifan Ding Jiale Ding Xiang Zheng Xingjun Ma AAML KELM 76 0 0 11 Oct 2025
DCMI: A Differential Calibration Membership Inference Attack Against Retrieval-Augmented Generation Xinyu Gao Xiangtao Meng Yingkai Dong Zheng Li Shanqing Guo 40 0 0 07 Sep 2025
Pruning Strategies for Backdoor Defense in LLMs Santosh Chapagain S. M. Hamdi S. F. Boubrahimi AAML 64 3 0 27 Aug 2025
UniC-RAG: Universal Knowledge Corruption Attacks to Retrieval-Augmented Generation Runpeng Geng Yanting Wang Ying Chen Jinyuan Jia AAML 96 1 0 26 Aug 2025
Interpretable LLMs for Credit Risk: A Systematic Review and Taxonomy Muhammed Golec Maha AlabdulJalil 183 1 0 04 Jun 2025
PoisonArena: Uncovering Competing Poisoning Attacks in Retrieval-Augmented Generation Liuji Chen Xiaofang Yang Yuanzhuo Lu Jinghao Zhang Xin Sun Sihan Yang Shu Wu Jing Dong Shu Wu AAML 391 0 0 18 May 2025
One Shot Dominance: Knowledge Poisoning Attack on Retrieval-Augmented Generation Systems Zhiyuan Chang Mingyang Li Xiaojun Jia Peng Li Yuekai Huang Ziyou Jiang Zichen Liu Qing Wang AAML 344 3 0 15 May 2025
POISONCRAFT: Practical Poisoning of Retrieval-Augmented Generation for Large Language Models Yangguang Shao Xinjie Lin Haozheng Luo Chengshang Hou G. Xiong Jiahao Yu Junzheng Shi SILM 218 2 0 10 May 2025
CtrlRAG: Black-box Adversarial Attacks Based on Masked Language Models in Retrieval-Augmented Language Generation Runqi Sui AAML 148 3 0 10 Mar 2025
RAG-Thief: Scalable Extraction of Private Data from Retrieval-Augmented Generation Applications with Agent-based Attacks Changyue Jiang Xudong Pan Geng Hong Chenfu Bao Min Yang SILM 236 23 0 21 Nov 2024
Predicting User Intents and Musical Attributes from Music Discovery Conversations Daeyong Kwon Seungheon Doh Juhan Nam 274 1 0 19 Nov 2024
A Scalable Data-Driven Framework for Systematic Analysis of SEC 10-K Filings Using Large Language Models Syed Affan Daimi Asma Iqbal 142 2 0 26 Sep 2024
LLMs are One-Shot URL Classifiers and Explainers Fariza Rashid Nishavi Ranaweera Ben Doyle Suranga Seneviratne LRM 160 8 0 22 Sep 2024
On the Vulnerability of Applying Retrieval-Augmented Generation within Knowledge-Intensive Application Domains Xun Xian Ganghua Wang Xuan Bi Jayanth Srinivasa Jayanth Srinivasa Charles Fleming Mingyi Hong Jie Ding SILM 233 4 0 12 Sep 2024
On-Device Language Models: A Comprehensive Review Jiajun Xu Zhiyuan Li Wei Chen Qun Wang Xin Gao Qi Cai Ziyuan Ling 388 86 0 26 Aug 2024
Optimizing Performance: How Compact Models Match or Exceed GPT's Classification Capabilities through Fine-Tuning Baptiste Lefort Eric Benhamou Jean-Jacques Ohana David Saltiel B. Guez 108 1 0 22 Aug 2024
Extracting Structured Insights from Financial News: An Augmented LLM Driven Approach Rian Dolphin Joe Dursun Jonathan Chow Jarrett Blankenship Katie Adams Quinton Pike AIFin 109 7 0 22 Jul 2024
A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges Yuqi Nie Yaxuan Kong Xiaowen Dong John M. Mulvey H. Vincent Poor Qingsong Wen Stefan Zohren AIFin 233 106 0 15 Jun 2024
BadRAG: Identifying Vulnerabilities in Retrieval Augmented Generation of Large Language Models Jiaqi Xue Meng Zheng Yebowen Hu Fei Liu Xun Chen Qian Lou AAML SILM 280 57 0 03 Jun 2024
On Fairness of Low-Rank Adaptation of Large Models Zhoujie Ding Katja Filippova Pura Peetathawatchai Berivan Isik Sanmi Koyejo 166 6 0 27 May 2024
DarijaBanking: A New Resource for Overcoming Language Barriers in Banking Intent Detection for Moroccan Arabic Speakers Abderrahman Skiredj Ferdaous Azhari Ismail Berrada Saad Ezzini 149 1 0 26 May 2024
When LLMs are Unfit Use FastFit: Fast and Effective Text Classification with Many Classes Asaf Yehudai Elron Bandel 131 5 0 18 Apr 2024
Facilitating Pornographic Text Detection for Open-Domain Dialogue Systems via Knowledge Distillation of Large Language Models Huachuan Qiu Shuai Zhang Hongliang He Anqi Li Zhenzhong Lan 202 2 0 20 Mar 2024
PoisonedRAG: Knowledge Poisoning Attacks to Retrieval-Augmented Generation of Large Language Models Wei Zou Runpeng Geng Binghui Wang Jinyuan Jia SILM 270 45 1 12 Feb 2024
Data Poisoning for In-context Learning Pengfei He Han Xu Yue Xing Hui Liu Makoto Yamada Shucheng Zhou SILM AAML 300 19 0 03 Feb 2024
Mask-guided BERT for Few Shot Text ClassificationNeurocomputing (Neurocomputing), 2023 Wenxiong Liao Zheng Liu Haixing Dai Zihao Wu Yiyang Zhang ... Dajiang Zhu Tianming Liu Sheng Li Xiang Li Hongmin Cai VLM 223 50 0 21 Feb 2023
Efficient Intent Detection with Dual Sentence Encoders I. Casanueva Tadas Temvcinas D. Gerz Matthew Henderson Ivan Vulić VLM 566 543 0 10 Mar 2020