Building Trustworthy NeuroSymbolic AI Systems: Consistency, Reliability, Explainability, and Safety

5 December 2023

Papers citing "Building Trustworthy NeuroSymbolic AI Systems: Consistency, Reliability, Explainability, and Safety"

15 / 15 papers shown

Title
Mapping Trustworthiness in Large Language Models: A Bibliometric Analysis Bridging Theory to Practice José Antonio Siqueira de Cerqueira Kai-Kristian Kemell Muhammad Waseem Rebekah A. Rousi Nannan Xi Juho Hamari 56 3 0 27 Feb 2025
Knowledge Graphs of Driving Scenes to Empower the Emerging Capabilities of Neurosymbolic AI Ruwan Wickramarachchi C. Henson Amit P. Sheth 16 0 0 05 Nov 2024
MARS: A neurosymbolic approach for interpretable drug discovery L. Delong Yojana Gadiya Paola Galdi Jacques D. Fleuriot Daniel Domingo-Fernández 28 2 0 02 Oct 2024
Neurosymbolic AI approach to Attribution in Large Language Models Deepa Tilwani R. Venkataramanan Amit P. Sheth 25 1 0 30 Sep 2024
Neuro-Symbolic AI for Military Applications D. Hagos D. Rawat NAI 31 4 0 17 Aug 2024
Neurosymbolic AI for Enhancing Instructability in Generative AI Amit P. Sheth Vishal Pallagani Kaushik Roy LLMAG 21 2 0 26 Jul 2024
IoT-Based Preventive Mental Health Using Knowledge Graphs and Standards for Better Well-Being A. Gyrard Seyedali Mohammadi Manas Gaur Antonio Kung AI4MH 31 1 0 19 Jun 2024
WellDunn: On the Robustness and Explainability of Language Models and Large Language Models in Identifying Wellness Dimensions Seyedali Mohammadi Edward Raff Jinendra Malekar Vedant Palit Francis Ferraro Manas Gaur AI4MH 42 1 0 17 Jun 2024
L3 Ensembles: Lifelong Learning Approach for Ensemble of Foundational Language Models Aidin Shiri Kaushik Roy Amit P. Sheth Manas Gaur KELM 17 4 0 11 Nov 2023
SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models Potsawee Manakul Adian Liusie Mark J. F. Gales HILM LRM 150 386 0 15 Mar 2023
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 223 2,413 0 06 Oct 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 297 3,163 0 21 Mar 2022
Teaching language models to support answers with verified quotes Jacob Menick Maja Trebacz Vladimir Mikulik John Aslanides Francis Song ... Mia Glaese Susannah Young Lucy Campbell-Gillingham G. Irving Nat McAleese ELM RALM 226 255 0 21 Mar 2022
Primer: Searching for Efficient Transformers for Language Modeling David R. So Wojciech Mañke Hanxiao Liu Zihang Dai Noam M. Shazeer Quoc V. Le VLM 83 149 0 17 Sep 2021
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 396 2,576 0 03 Sep 2019