conftrace_

explainable ai

480 papers

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Co-occurring keywords

feature attribution (280) explainable artificial intelligence (130) large language model (13587) model interpretability (519) text classification (6793) counterfactual explanation (139) neural network (6616) shapley value (206) graph neural network (3962) saliency map (125)

Papers

Solving NLP Problems through Human-System Collaboration: A Discussion-based Approach EACL 2024
The Role of Perception, Acceptance, and Cognition in the Usefulness of Robot Explanations IJCAI 2024
ADESSE: Advice Explanations in Complex Repeated Decision-Making Environments IJCAI 2024
Computing the Why-Provenance for Datalog Queries via SAT Solvers AAAI 2024
On the Interpretability of Deep Learning Models for Collaborative Argumentation Analysis in Classrooms ACL 2024
xMIL: Insightful Explanations for Multiple Instance Learning in Histopathology NIPS 2024
SVARM-IQ: Efficient Approximation of Any-order Shapley Interactions through Stratification AISTATS 2024
Autonomous Policy Explanations for Effective Human-Machine Teaming AAAI 2024
Dissenting Explanations: Leveraging Disagreement to Reduce Model Overreliance AAAI 2024
SLICE: Stabilized LIME for Consistent Explanations for Image Classification CVPR 2024
Explainable AI in Language Learning: Linking Empirical Evidence and Theoretical Concepts in Proficiency and Readability Modeling of Portuguese NAACL 2024
Relevant Irrelevance: Generating Alterfactual Explanations for Image Classifiers IJCAI 2024
Linguistically Communicating Uncertainty in Patient-Facing Risk Prediction Models EACL 2024
Explaining Speech Classification Models via Word-Level Audio Segments and Paralinguistic Features EACL 2024
Looping in the Human: Collaborative and Explainable Bayesian Optimization AISTATS 2024
ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition IJCAI 2024
SNIFFER: Multimodal Large Language Model for Explainable Out-of-Context Misinformation Detection CVPR 2024
A Human-Centric Evaluation Platform for Explainable Knowledge Graph Completion EACL 2024
The Language of Trauma: Modeling Traumatic Event Descriptions Across Domains with Explainable AI EMNLP 2024
Explainable by-design Audio Segmentation through Non-Negative Matrix Factorization and Probing INTERSPEECH 2024
ClaimVer: Explainable Claim-Level Verification and Evidence Attribution of Text Through Knowledge Graphs EMNLP 2024
Pointwise-in-time diagnostics for reinforcement learning during training and runtime L4DC 2024
Latent Concept-based Explanation of NLP Models EMNLP 2024
LLMCheckup: Conversational Examination of Large Language Models via Interpretability Tools and Self-Explanations NAACL 2024
XGA-Osteo: Towards XAI-Enabled Knee Osteoarthritis Diagnosis with Adversarial Learning IJCAI 2024