Title
On the Limitations of Large Language Models (LLMs): False Attribution Tosin Adewumi Nudrat Habib Lama Alkhaled Elisa Barney HILM 47 9 0 06 Apr 2024
Visual Knowledge in the Big Model Era: Retrospect and Prospect Wenguan Wang Yi Yang Yunhe Pan VLM 106 22 0 05 Apr 2024
Verifiable by Design: Aligning Language Models to Quote from Pre-Training Data Jingyu Zhang Marc Marone Tianjian Li Benjamin Van Durme Daniel Khashabi 195 9 0 05 Apr 2024
Fakes of Varying Shades: How Warning Affects Human Perception and Engagement Regarding LLM Hallucinations Mahjabin Nahar Haeseung Seo Eun-Ju Lee Aiping Xiong Dongwon Lee HILM 100 12 0 04 Apr 2024
Mitigating LLM Hallucinations via Conformal Abstention Yasin Abbasi-Yadkori Ilja Kuzborskij David Stutz András György Adam Fisch ... Wei-Hung Weng Yao-Yuan Yang Csaba Szepesvári A. Cemgil Nenad Tomašev HILM 88 19 0 04 Apr 2024
Using Large Language Models to Enrich the Documentation of Datasets for Machine Learning Joan Giner-Miguelez Abel Gómez Jordi Cabot LLMAG 85 4 0 04 Apr 2024
How Easily do Irrelevant Inputs Skew the Responses of Large Language Models? Siye Wu Jian Xie Jiangjie Chen Tinghui Zhu Kai Zhang Yanghua Xiao KELM 101 23 0 04 Apr 2024
PRobELM: Plausibility Ranking Evaluation for Language Models Moy Yuan Chenxi Whitehouse Eric Chamoun Rami Aly Andreas Vlachos 189 5 0 04 Apr 2024
LVLM-Interpret: An Interpretability Tool for Large Vision-Language Models Gabriela Ben-Melech Stan Estelle Aflalo R. Y. Rohekar Anahita Bhiwandiwalla Shao-Yen Tseng Matthew Lyle Olson Yaniv Gurwicz Chenfei Wu Nan Duan Vasudev Lal 151 9 0 03 Apr 2024
Vocabulary Attack to Hijack Large Language Model Applications Patrick Levi Christoph P. Neumann AAML 74 11 0 03 Apr 2024
KnowHalu: Hallucination Detection via Multi-Form Knowledge Based Factual Checking Jiawei Zhang Chejian Xu Y. Gai Freddy Lecue Dawn Song Yue Liu HILM 91 13 0 03 Apr 2024
Automated User Story Generation with Test Case Specification Using Large Language Model Tajmilur Rahman Yuecai Zhu 62 9 0 02 Apr 2024
Large Language Models are Capable of Offering Cognitive Reappraisal, if Guided Hongli Zhan Allen Zheng Yoon Kyung Lee Jina Suh Junyi Jessy Li Desmond C. Ong AI4MH 97 11 0 01 Apr 2024
Source-Aware Training Enables Knowledge Attribution in Language Models Muhammad Khalifa David Wadden Emma Strubell Honglak Lee Lu Wang Iz Beltagy Hao Peng HILM 142 14 0 01 Apr 2024
Exploring and Evaluating Hallucinations in LLM-Powered Code Generation Fang Liu Yang Liu Lin Shi Houkun Huang Ruifeng Wang Zhen Yang Li Zhang Zhongqi Li Yuchi Ma 123 127 0 01 Apr 2024
RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation Chi-Min Chan Chunpu Xu Ruibin Yuan Hongyin Luo Wei Xue Yi-Ting Guo Jie Fu RALM 97 83 0 31 Mar 2024
Boosting Conversational Question Answering with Fine-Grained Retrieval-Augmentation and Self-Check Linhao Ye Zhikai Lei Jia-Peng Yin Qin Chen Jie Zhou Liang He 3DV RALM 75 19 0 27 Mar 2024
Depending on yourself when you should: Mentoring LLM with RL agents to become the master in cybersecurity games Yikuan Yan Yaolun Zhang Keman Huang 123 10 0 26 Mar 2024
Behind the Counter: Exploring the Motivations and Barriers of Online Counterspeech Writing Kaike Ping Anisha Kumar Xiaohan Ding Eugenia H Rho 64 2 0 25 Mar 2024
Towards Human-AI Deliberation: Design and Evaluation of LLM-Empowered Deliberative AI for AI-Assisted Decision-Making Shuai Ma Qiaoyi Chen Xinru Wang Chengbo Zheng Zhenhui Peng Ming Yin Xiaojuan Ma ELM 118 24 0 25 Mar 2024
MyVLM: Personalizing VLMs for User-Specific Queries Yuval Alaluf Elad Richardson Sergey Tulyakov Kfir Aberman Daniel Cohen-Or MLLM VLM 110 23 0 21 Mar 2024
Adaptive Ensembles of Fine-Tuned Transformers for LLM-Generated Text Detection Zhixin Lai Xuesheng Zhang Suiyao Chen DeLMO 75 36 0 20 Mar 2024
Agent-FLAN: Designing Data and Methods of Effective Agent Tuning for Large Language Models Zehui Chen Kuikun Liu Qiuchen Wang Wenwei Zhang Jiangning Liu Dahua Lin Kai-xiang Chen Feng Zhao LLMAG ALM AIFin 134 35 0 19 Mar 2024
DEE: Dual-stage Explainable Evaluation Method for Text Generation Shenyu Zhang Yu Li Rui Wu Xiutian Huang Yongrui Chen Wenhao Xu Guilin Qi 115 1 0 18 Mar 2024
"It's Kind of Context Dependent": Understanding Blind and Low Vision People's Video Accessibility Preferences Across Viewing Scenarios Lucy Jiang Crescentia Jung Mahika Phutane Abigale Stangl Shiri Azenkot 100 13 0 16 Mar 2024
Mitigating Dialogue Hallucination for Large Vision Language Models via Adversarial Instruction Tuning Dongmin Park Zhaofang Qian Guangxing Han Ser-Nam Lim MLLM 84 0 0 15 Mar 2024
Specification Overfitting in Artificial Intelligence Benjamin Roth Pedro Henrique Luz de Araujo Yuxi Xia Saskia Kaltenbrunner Christoph Korab 235 1 0 13 Mar 2024
generAItor: Tree-in-the-Loop Text Generation for Language Model Explainability and Adaptation Thilo Spinner Rebecca Kehlbeck Rita Sevastjanova Tobias Stähle Daniel A. Keim Oliver Deussen Mennatallah El-Assady 74 3 0 12 Mar 2024
HILL: A Hallucination Identifier for Large Language Models Florian Leiser S. Eckhardt Valentin Leuthe Merlin Knaeble Alexander Maedche Gerhard Schwabe Ali Sunyaev HILM 75 29 0 11 Mar 2024
AutoEval Done Right: Using Synthetic Data for Model Evaluation Pierre Boyeau Anastasios Nikolas Angelopoulos N. Yosef Jitendra Malik Michael I. Jordan SyDa 104 22 0 09 Mar 2024
Debiasing Multimodal Large Language Models Yi-Fan Zhang Weichen Yu Qingsong Wen Xue Wang Zhang Zhang Liang Wang Rong Jin Tien-Ping Tan 100 6 0 08 Mar 2024
A Safe Harbor for AI Evaluation and Red Teaming Shayne Longpre Sayash Kapoor Kevin Klyman Ashwin Ramaswami Rishi Bommasani ... Daniel Kang Sandy Pentland Arvind Narayanan Percy Liang Peter Henderson 106 42 0 07 Mar 2024
Generative AI for Synthetic Data Generation: Methods, Challenges and the Future Xu Guo Yiqiang Chen SyDa 88 37 0 07 Mar 2024
The WMDP Benchmark: Measuring and Reducing Malicious Use With Unlearning Nathaniel Li Alexander Pan Anjali Gopal Summer Yue Daniel Berrios ... Yan Shoshitaishvili Jimmy Ba K. Esvelt Alexandr Wang Dan Hendrycks ELM 132 195 0 05 Mar 2024
A Comprehensive Survey on Process-Oriented Automatic Text Summarization with Exploration of LLM-Based Methods Hanlei Jin Yang Zhang Dan Meng Jun Wang Jinghua Tan 249 96 0 05 Mar 2024
KnowPhish: Large Language Models Meet Multimodal Knowledge Graphs for Enhancing Reference-Based Phishing Detection Yuexin Li Chengyu Huang Shumin Deng Mei Lin Lock Tri Cao Nay Oo Hoon Wei Lim Bryan Hooi 111 21 0 04 Mar 2024
Towards Self-Contained Answers: Entity-Based Answer Rewriting in Conversational Search Ivan Sekulić K. Balog Fabio Crestani KELM 74 5 0 04 Mar 2024
In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation Shiqi Chen Miao Xiong Junteng Liu Zhengxuan Wu Teng Xiao Siyang Gao Junxian He HILM 138 26 0 03 Mar 2024
Memory-Augmented Generative Adversarial Transformers Stephan Raaijmakers Roos Bakker Anita Cremers R. D. Kleijn Tom Kouwenhoven Tessa Verhoef 86 0 0 29 Feb 2024
IBD: Alleviating Hallucinations in Large Vision-Language Models via Image-Biased Decoding Lanyun Zhu Deyi Ji Tianrun Chen Peng Xu Jieping Ye Jun Liu MLLM 115 53 0 28 Feb 2024
Characterizing Truthfulness in Large Language Model Generations with Local Intrinsic Dimension Fan Yin Jayanth Srinivasa Kai-Wei Chang HILM 117 26 0 28 Feb 2024
Re-Ex: Revising after Explanation Reduces the Factual Errors in LLM Responses Juyeon Kim Jeongeun Lee Yoonho Chang Chanyeol Choi Junseong Kim Jy-yong Sohn KELM LRM 160 2 0 27 Feb 2024
A Survey of Large Language Models in Cybersecurity Gabriel de Jesus Coelho da Silva Carlos Becker Westphall 69 6 0 26 Feb 2024
GraphWiz: An Instruction-Following Language Model for Graph Problems Nuo Chen Yuhan Li Jianheng Tang Jia Li 143 29 0 25 Feb 2024
Rethinking Software Engineering in the Foundation Model Era: A Curated Catalogue of Challenges in the Development of Trustworthy FMware Ahmed E. Hassan Dayi Lin Gopi Krishnan Rajbahadur Keheliya Gallaba F. Côgo ... Kishanthan Thangarajah G. Oliva Jiahuei Lin Wali Mohammad Abdullah Zhen Ming Jiang 66 7 0 25 Feb 2024
From COBIT to ISO 42001: Evaluating Cybersecurity Frameworks for Opportunities, Risks, and Regulatory Compliance in Commercializing Large Language Models Timothy R. McIntosh Teo Susnjak Tong Liu Paul Watters Raza Nowrozy Malka N. Halgamuge ELM 65 32 0 24 Feb 2024
Visual Hallucinations of Multi-modal Large Language Models Wen Huang Hongbin Liu Minxin Guo Neil Zhenqiang Gong MLLM VLM 118 35 0 22 Feb 2024
Annotation and Classification of Relevant Clauses in Terms-and-Conditions Contracts Pietro Giovanni Bizzaro Elena Della Valentina Maurizio Napolitano Nadia Mana Massimo Zancanaro AILaw 66 2 0 22 Feb 2024
Hallucinations or Attention Misdirection? The Path to Strategic Value Extraction in Business Using Large Language Models Aline Ioste 77 1 0 21 Feb 2024
Science Checker Reloaded: A Bidirectional Paradigm for Transparency and Logical Reasoning Loïc Rakotoson S. Massip F. Laleye 96 0 0 21 Feb 2024