conftrace_

trustworthy ai

43 papers

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Co-occurring keywords

large language model (13587) question answering (2963) model robustness (480) trustworthy machine learning (14) hallucination detection (530) adversarial attack (1621) model interpretability (519) ai safety (235) explainable ai (480) bias detection (419)

Papers

MultiTrust: A Comprehensive Benchmark Towards Trustworthy Multimodal Large Language Models NIPS 2024
Probabilistic Reasoning and Learning for Trustworthy AI AAAI 2023
Human-Aware AI – A Foundational Framework for Human-AI Interaction AAAI 2023
Is the Answer in the Text? Challenging ChatGPT with Evidence Retrieval from Instructive Text EMNLP 2023
HoneyBee: Progressive Instruction Finetuning of Large Language Models for Materials Science EMNLP 2023
The Many Faces of Adversarial Machine Learning AAAI 2023
Foveate, Attribute, and Rationalize: Towards Physically Safe and Trustworthy AI ACL 2023
Post-hoc Uncertainty Learning Using a Dirichlet Meta-Model AAAI 2023
Can We Trust Fair-AI? AAAI 2023
Topics in Selective Classification AAAI 2023
Delivering Trustworthy AI through Formal XAI AAAI 2022
Right for the Right Reason: Evidence Extraction for Trustworthy Tabular Reasoning ACL 2022
Multimodal Dynamics: Dynamical Fusion for Trustworthy Multimodal Classification CVPR 2022
UKP-SQuARE v2: Explainability and Adversarial Attacks for Trustworthy QA IJCNLP 2022
UKP-SQuARE v2: Explainability and Adversarial Attacks for Trustworthy QA AACL 2022
Be Confident! Towards Trustworthy Graph Neural Networks via Confidence Calibration NIPS 2021
Generative Classifiers as a Basis for Trustworthy Image Classification CVPR 2021
Sample Selection for Fair and Robust Training NIPS 2021