Title
Towards Trustworthy AI: A Review of Ethical and Robust Large Language Models Meftahul Ferdaus Mahdi Abdelguerfi Elias Ioup Kendall N. Niles Ken Pathak Steve Sloan 386 24 0 01 Jun 2024
SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales Tianyang Xu Shujin Wu Shizhe Diao Xiaoze Liu Xingyao Wang Yangyi Chen Jing Gao LRM 364 72 0 31 May 2024
Retrieval Meets Reasoning: Even High-school Textbook Knowledge Benefits Multimodal Reasoning Cheng Tan Jingxuan Wei Linzhuang Sun Zhangyang Gao Siyuan Li Bihui Yu Ruifeng Guo Stan Z. Li ReLM LRM 3DV 255 13 0 31 May 2024
Generative AI Voting: Fair Collective Choice is Resilient to LLM Biases and Inconsistencies Srijoni Majumdar Edith Elkind Evangelos Pournaras SyDa 321 7 0 31 May 2024
Tool Learning with Large Language Models: A Survey Changle Qu Sunhao Dai Xiaochi Wei Hengyi Cai Shuaiqiang Wang D. Yin Jun Xu Jirong Wen LLMAG 320 203 0 28 May 2024
Transformer Encoder Satisfiability: Complexity and Impact on Formal Reasoning Marco Sälzer Eric Alsmann Martin Lange LRM 157 0 0 28 May 2024
Exploring the LLM Journey from Cognition to Expression with Linear Representations Yuzi Yan J. Li Yipin Zhang Dong Yan 215 4 0 27 May 2024
Large Language Models for Explainable Decisions in Dynamic Digital Twins Nan Zhang Christian Vergara-Marcillo G. Diamantopoulos Jingran Shen Nikos Tziritas Rami Bahsoon Georgios Theodoropoulos 176 9 0 23 May 2024
Image-of-Thought Prompting for Visual Reasoning Refinement in Multimodal Large Language Models Qiji Zhou Ruochen Zhou Zike Hu Panzhong Lu Siyang Gao Yue Zhang LRM 289 42 0 22 May 2024
Token-wise Influential Training Data Retrieval for Large Language Models Huawei Lin Jikai Long Zhaozhuo Xu Weijie Zhao 232 11 0 20 May 2024
Challenges and Opportunities in Text Generation Explainability Kenza Amara Rita Sevastjanova Mennatallah El-Assady SILM 187 3 0 14 May 2024
Navigating the Future of Federated Recommendation Systems with Foundation Models Zhiwei Li Guodong Long Chunxu Zhang Honglei Zhang Jing Jiang Chengqi Zhang 729 2 0 12 May 2024
Critical Infrastructure Protection: Generative AI, Challenges, and Opportunities Yagmur Yigit M. Ferrag Iqbal H. Sarker Leandros A. Maglaras Christos Chrysoulas Naghmeh Moradpoor Helge Janicke 121 19 0 08 May 2024
Large Language Models Cannot Explain Themselves Advait Sarkar LRM 213 18 0 07 May 2024
A Causal Explainable Guardrails for Large Language Models Zhixuan Chu Yan Wang Longfei Li Peng Kuang Zhan Qin Kui Ren LLMSV 181 12 0 07 May 2024
Conformal Prediction for Natural Language Processing: A SurveyTransactions of the Association for Computational Linguistics (TACL), 2024 Margarida M. Campos António Farinhas Chrysoula Zerva Mário A. T. Figueiredo André F. T. Martins AI4CE 414 36 0 03 May 2024
A Framework for Leveraging Human Computation Gaming to Enhance Knowledge Graphs for Accuracy Critical Generative AI Applications Stephanie Buongiorno Corey Clark 171 0 0 30 Apr 2024
Assessing LLMs in Malicious Code Deobfuscation of Real-world Malware Campaigns Constantinos Patsakis Fran Casino Nikolaos Lykousas 221 46 0 30 Apr 2024
Graph Machine Learning in the Era of Large Language Models (LLMs) Wenqi Fan Shijie Wang Jiani Huang Zhikai Chen Yu Song ... Haitao Mao Hui Liu Xiaorui Liu D. Yin Qing Li AI4CE 409 41 0 23 Apr 2024
Explaining Arguments' Strength: Unveiling the Role of Attacks and Supports (Technical Report) Xiang Yin Potyka Nico Francesca Toni FAtt 166 8 0 22 Apr 2024
A Survey on the Memory Mechanism of Large Language Model based Agents Zeyu Zhang Xiaohe Bo Chen Ma Rui Li Xu Chen Quanyu Dai Jieming Zhu Zhenhua Dong Ji-Rong Wen LLMAG KELM 255 288 0 21 Apr 2024
FakeBench: Uncover the Achilles' Heels of Fake Images with Large Multimodal Models Yixuan Li Xuelin Liu Xiaoyang Wang Shiqi Wang Weisi Lin 282 13 0 20 Apr 2024
F5C-finder: An Explainable and Ensemble Biological Language Model for Predicting 5-Formylcytidine Modifications on mRNA Guohao Wang Ting Liu Hongqiang Lyu Ze Liu 67 2 0 20 Apr 2024
A critical review of methods and challenges in large language models M. Moradi Ke Yan David Colwell Matthias Samwald Rhona Asgari OffRL 169 3 0 18 Apr 2024
Characterizing and modeling harms from interactions with design patterns in AI interfaces Lujain Ibrahim Luc Rocher Ana Valdivia 279 14 0 17 Apr 2024
Large Language Models Meet User Interfaces: The Case of Provisioning Feedback Stanislav Pozdniakov Jonathan Brazil Solmaz Abdi Aneesha Bakharia Shazia Sadiq D. Gašević Paul Denny Hassan Khosravi ELM 225 26 0 17 Apr 2024
Explainable Generative AI (GenXAI): A Survey, Conceptualization, and Research Agenda Johannes Schneider 242 73 0 15 Apr 2024
Transformers for molecular property prediction: Lessons learned from the past five years Afnan Sultan Jochen Sieg M. Mathea Andrea Volkamer AI4CE 153 23 0 05 Apr 2024
Towards detecting unanticipated bias in Large Language Models Anna Kruspe 233 8 0 03 Apr 2024
Targeted Visualization of the Backbone of Encoder LLMs Isaac Roberts Alexander Schulz L. Hermes Barbara Hammer 80 0 0 26 Mar 2024
Large Language Models and Causal Inference in Collaboration: A Survey Xiaoyu Liu Paiheng Xu Junda Wu Jiaxin Yuan Yifan Yang ... Haoliang Wang Tong Yu Julian McAuley Wei Ai Furong Huang ELM LRM 477 5 0 14 Mar 2024
Knowledge Conflicts for LLMs: A SurveyConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Rongwu Xu Zehan Qi Zhijiang Guo Cunxiang Wang Hongru Wang Yue Zhang Wei Xu 1.0K 195 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 245 5 0 12 Mar 2024
Materials science in the era of large language models: a perspectiveDigital Discovery (DD), 2024 Ge Lei Ronan Docherty Samuel J. Cooper 207 41 0 11 Mar 2024
Evaluating Large Language Models as Virtual Annotators for Time-series Physical Sensing Data Aritra Hota S. Chatterjee Sandip Chakraborty 375 22 0 02 Mar 2024
TV-TREES: Multimodal Entailment Trees for Neuro-Symbolic Video Reasoning Kate Sanders Nathaniel Weir Benjamin Van Durme LRM 247 13 0 29 Feb 2024
Towards Tracing Trustworthiness Dynamics: Revisiting Pre-training Period of Large Language Models Chao Qian Jie Zhang Wei Yao Dongrui Liu Zhen-fei Yin Yu Qiao Yong Liu Jing Shao LLMSV LRM 200 16 0 29 Feb 2024
Exploring the Potential of Large Language Models for Improving Digital Forensic Investigation Efficiency Akila Wickramasekara Frank Breitinger Mark Scanlon 454 23 0 29 Feb 2024
Whispers that Shake Foundations: Analyzing and Mitigating False Premise Hallucinations in Large Language Models Hongbang Yuan Pengfei Cao Zhuoran Jin Yubo Chen Daojian Zeng Kang Liu Jun Zhao HILM 196 9 0 29 Feb 2024
Content-Centric Prototyping of Generative AI Applications: Emerging Approaches and Challenges in Collaborative Software Teams Hari Subramonyam Divy Thakkar Jurgen Dieber Anoop Sinha 172 26 0 27 Feb 2024
TruthX: Alleviating Hallucinations by Editing Large Language Models in Truthful Space Shaolei Zhang Tian Yu Yang Feng HILM KELM 289 79 0 27 Feb 2024
Natural Language Processing Methods for Symbolic Music Generation and Information Retrieval: a Survey Dinh-Viet-Toan Le Louis Bigo Mikaela Keller Dorien Herremans MedIm 227 29 0 27 Feb 2024
Determinants of LLM-assisted Decision-Making Eva Eigner Thorsten Händler 268 79 0 27 Feb 2024
Self-AMPLIFY: Improving Small Language Models with Self Post Hoc Explanations Milan Bhan Jean-Noel Vittaut Nicolas Chesneau Marie-Jeanne Lesot ReLM LRM 410 10 0 19 Feb 2024
Towards Uncovering How Large Language Model Works: An Explainability Perspective Haiyan Zhao Fan Yang Bo Shen Himabindu Lakkaraju Jundong Li 322 25 0 16 Feb 2024
SyntaxShap: Syntax-aware Explainability Method for Text Generation Kenza Amara Rita Sevastjanova Mennatallah El-Assady 156 6 0 14 Feb 2024
Large Language Models for the Automated Analysis of Optimization Algorithms Camilo Chacón Sartori Christian Blum Gabriela Ochoa 238 8 0 13 Feb 2024
Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications Boyi Wei Kaixuan Huang Yangsibo Huang Tinghao Xie Xiangyu Qi Mengzhou Xia Prateek Mittal Mengdi Wang Peter Henderson AAML 295 170 0 07 Feb 2024
FaithLM: Towards Faithful Explanations for Large Language Models Yu-Neng Chuang Guanchu Wang Chia-Yuan Chang Ruixiang Tang Shaochen Zhong Fan Yang Mengnan Du Xuanting Cai Helen Zhou Xia Hu LRM 276 4 0 07 Feb 2024
NetLLM: Adapting Large Language Models for Networking Duo Wu Xianda Wang Yaqi Qiao Zhi Wang Junchen Jiang Shuguang Cui Fangxin Wang 310 110 0 04 Feb 2024