Knowledge-intensive Language Understanding for Explainable AI

2 August 2021

Papers citing "Knowledge-intensive Language Understanding for Explainable AI"

23 / 23 papers shown

Title
A Domain-Agnostic Neurosymbolic Approach for Big Social Data Analysis: Evaluating Mental Health Sentiment on Social Media during COVID-19 Vedant Khandelwal Manas Gaur Ugur Kursuncu V. Shalin Amit Sheth 27 1 0 11 Nov 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
Explainable Interface for Human-Autonomy Teaming: A Survey Xiangqi Kong Yang Xing Antonios Tsourdos Ziyue Wang Weisi Guo Adolfo Perrusquía Andreas Wikander 24 3 0 04 May 2024
Reliability Analysis of Psychological Concept Extraction and Classification in User-penned Text Muskan Garg Msvpj Sathvik Amrit Chadha Shaina Raza Sunghwan Sohn AI4MH 19 1 0 12 Jan 2024
RDR: the Recap, Deliberate, and Respond Method for Enhanced Language Understanding Yuxin Zi Hariram Veeramani Kaushik Roy Amit P. Sheth AI4TS 15 2 0 15 Dec 2023
Neurosymbolic Value-Inspired AI (Why, What, and How) Amit P. Sheth Kaushik Roy 17 4 0 15 Dec 2023
Building Trustworthy NeuroSymbolic AI Systems: Consistency, Reliability, Explainability, and Safety Manas Gaur Amit P. Sheth 13 16 0 05 Dec 2023
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
IERL: Interpretable Ensemble Representation Learning -- Combining CrowdSourced Knowledge and Distributed Semantic Representations Yuxin Zi Kaushik Roy Vignesh Narayanan Manas Gaur Amit P. Sheth 17 8 0 24 Jun 2023
Knowledge-Infused Self Attention Transformers Kaushik Roy Yuxin Zi Vignesh Narayanan Manas Gaur Amit P. Sheth KELM 11 7 0 23 Jun 2023
Process Knowledge-infused Learning for Clinician-friendly Explanations Kaushik Roy Yuxin Zi Manas Gaur Jinendra Malekar Qi Zhang Vignesh Narayanan Amit P. Sheth AI4MH 14 14 0 16 Jun 2023
Cook-Gen: Robust Generative Modeling of Cooking Actions from Recipes R. Venkataramanan Kaushik Roy Kanak Raj Renjith Prasad Yuxin Zi Vignesh Narayanan Amit P. Sheth 14 17 0 01 Jun 2023
ProKnow: Process Knowledge for Safety Constrained and Explainable Question Generation for Mental Health Diagnostic Assistance Kaushik Roy Manas Gaur Misagh Soltani Vipula Rawte A. Kalyan Amit P. Sheth AI4MH 20 27 0 13 May 2023
Knowledge Graph Guided Semantic Evaluation of Language Models For User Trust Kaushik Roy Tarun Garg Vedant Palit Yuxin Zi Vignesh Narayanan Amit P. Sheth 14 7 0 08 May 2023
AttentionMixer: An Accurate and Interpretable Framework for Process Monitoring Hao Wang Zhiyu Wang Yunlong Niu Zhaoran Liu Haozhe Li Yilin Liao Yuxin Huang Xinggao Liu 11 0 0 21 Feb 2023
Knowing About Knowing: An Illusion of Human Competence Can Hinder Appropriate Reliance on AI Systems Gaole He L. Kuiper U. Gadiraju 11 55 0 25 Jan 2023
Privacy Explanations - A Means to End-User Trust Wasja Brunotte Alexander Specht Larissa Chazette K. Schneider 8 24 0 18 Oct 2022
KSAT: Knowledge-infused Self Attention Transformer -- Integrating Multiple Domain-Specific Contexts Kaushik Roy Yuxin Zi Vignesh Narayanan Manas Gaur Amit P. Sheth AI4MH 14 12 0 09 Oct 2022
Can Language Models Capture Graph Semantics? From Graphs to Language Model and Vice-Versa Tarun Garg Kaushik Roy A. Sheth GNN 14 5 0 18 Jun 2022
Process Knowledge-Infused AI: Towards User-level Explainability, Interpretability, and Safety Amit P. Sheth Manas Gaur Kaushik Roy Revathy Venkataraman Vedant Khandelwal 15 39 0 09 Jun 2022
ISEEQ: Information Seeking Question Generation using Dynamic Meta-Information Retrieval and Knowledge Graphs Manas Gaur Kalpa Gunaratna Vijay Srinivasan Hongxia Jin RALM 14 51 0 13 Dec 2021
Towards Tractable Mathematical Reasoning: Challenges, Strategies, and Opportunities for Solving Math Word Problems Keyur Faldu A. Sheth Prashant Kikani Manas Gaur Aditi Avasthi LRM 19 16 0 29 Oct 2021
Semantics of the Black-Box: Can knowledge graphs help make deep learning systems more interpretable and explainable? Manas Gaur Keyur Faldu A. Sheth 29 110 0 16 Oct 2020