LLMs for Explainable AI: A Comprehensive Survey

31 March 2025

Papers citing "LLMs for Explainable AI: A Comprehensive Survey"

26 / 26 papers shown

Title
Increasing AI Explainability by LLM Driven Standard Processes Marc Jansen Marcel Pehlke 170 0 0 10 Nov 2025
LLEXICORP: End-user Explainability of Convolutional Neural Networks Vojtěch Kůr Adam Bajger Adam Kukučka Marek Hradil Vít Musil Tomáš Brázdil 77 0 0 04 Nov 2025
ProfileXAI: User-Adaptive Explainable AI Gilber A. Corrales Carlos Andrés Ferro Sánchez Reinel Tabares-Soto Jesús Alfonso López Sotelo Gonzalo A. Ruz Johan Sebastian Piña Durán 72 0 0 27 Oct 2025
ATA: A Neuro-Symbolic Approach to Implement Autonomous and Trustworthy Agents David Peer Sebastian Stabinger LLMAG 100 0 0 18 Oct 2025
Protect: Towards Robust Guardrailing Stack for Trustworthy Enterprise LLM Systems Karthik Avinash Nikhil Pareek Rishav Hada 68 0 0 15 Oct 2025
From Explainability to Action: A Generative Operational Framework for Integrating XAI in Clinical Mental Health Screening Ratna Kandala Akshata Kishore Moharir Divya Arvinda Nayak 101 0 0 10 Oct 2025
Two-Stage Voting for Robust and Efficient Suicide Risk Detection on Social Media Yukai Song Pengfei Zhou César Escobar-Viera Candice Biernesser Wei Huang Jingtong Hu 114 0 0 09 Oct 2025
Unified Threat Detection and Mitigation Framework (UTDMF): Combating Prompt Injection, Deception, and Bias in Enterprise-Scale Transformers Santhosh KumarRavindran 126 0 0 06 Oct 2025
Glaucoma Detection and Structured OCT Report Generation via a Fine-tuned Multimodal Large Language Model Jalil Jalili Yashraj Gavhane Evan Walker Anna Heinke C. Bowd ... Jeffrey M. Liebmann Sally L. Baxter R. Weinreb L. Zangwill Mark Christopher 131 0 0 01 Oct 2025
Protocode: Prototype-Driven Interpretability for Code Generation in LLMs Krishna Vamshi Bodla Haizhao Yang 119 0 0 27 Sep 2025
Measuring Algorithmic Partisanship via Zero-Shot Classification and Its Implications on Political Discourse Nathan Junzi Chen 143 0 0 25 Sep 2025
Trust and Reputation in Data Sharing: A Survey Wenbo Wu George Konstantinidis 80 3 0 19 Aug 2025
Deliberative Reasoning Network: An Uncertainty-Driven Paradigm for Belief-Tracked Inference with Pretrained Language Models Anran Xu Jincheng Wang Baigen Cai Tao Wen LRM 77 0 0 06 Aug 2025
Agentic AI in 6G Software Businesses: A Layered Maturity Model Muhammad Zohaib Muhammad Azeem Akbar Sami Hyrynsalmi Arif Ali Khan 76 0 0 05 Aug 2025
RACE-Align: Retrieval-Augmented and Chain-of-Thought Enhanced Preference Alignment for Large Language Models Qihang Yan Xinyu Zhang Luming Guo Tao Gui Feifan Liu AI4TS LRM 162 0 0 03 Jun 2025
GeoVision Labeler: Zero-Shot Geospatial Classification with Vision and Language Models G. Q. Hacheme G. Tadesse Caleb Robinson Akram Zaytar Rahul Dodhia J. L. Ferres VLM 136 0 0 30 May 2025
Flexible Tool Selection through Low-dimensional Attribute Alignment of Vision and Language Guangfu Hao Haojie Wen Liangxuna Guo Yang Chen Yanchao Bi S. Yu 289 0 0 28 May 2025
Unveiling Instruction-Specific Neurons & Experts: An Analytical Framework for LLM's Instruction-Following Capabilities Junyan Zhang Yubo Gao Yibo Yan Jia-Chen Gu Zhaorui Hou ... Qi Zheng Song Dai Yonghua Hei Junzhuo Li Xuming Hu 207 2 0 27 May 2025
Meta-Thinking in LLMs via Multi-Agent Reinforcement Learning: A Survey Ahsan Bilal Muhammad Ahmed Mohsin Muhammad Umer Muhammad Awais Khan Bangash Muhammad Ali Jamshed LLMAG LRM AI4CE 424 5 0 20 Apr 2025
Task and Perception-aware Distributed Source Coding for Correlated Speech under Bandwidth-constrained Channels Sagnik Bhattacharya Muhammad Ahmed Mohsin Ahsan Bilal John M. Cioffi 198 1 0 20 Jan 2025
RAGBench: Explainable Benchmark for Retrieval-Augmented Generation Systems Robert Friel Masha Belyi Atindriyo Sanyal 423 56 0 17 Jan 2025
Leveraging Fine-Tuned Retrieval-Augmented Generation with Long-Context Support: For 3GPP Standards Omar Erak Nouf Alabbasi Omar Alhussein Ismail Lotfi Amr Hussein Sami Muhaidat Merouane Debbah RALM 249 7 0 17 Jan 2025
Interpretable Clustering: A Survey Lianyu Hu Mudi Jiang Junjie Dong Xinying Liu Zengyou He 282 7 0 01 Sep 2024
Need of AI in Modern Education: in the Eyes of Explainable AI (xAI) Supriya Manna Dionis Barcari 556 3 0 31 Jul 2024
A Unified Approach to Interpreting Model Predictions Scott M. Lundberg Su-In Lee FAtt 3.1K 28,942 0 22 May 2017
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 2.3K 19,543 0 16 Feb 2016