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

When AI Difficulty Is Easy: The Explanatory Power of Predicting IRT Difficulty AAAI 2022
AI Explainability 360: Impact and Design AAAI 2022
Expert-Informed, User-Centric Explanations for Machine Learning AAAI 2022
An Interactive Explanatory AI System for Industrial Quality Control AAAI 2022
Towards Explainable Action Recognition by Salient Qualitative Spatial Object Relation Chains AAAI 2022
Symbols as a Lingua Franca for Bridging Human-AI Chasm for Explainable and Advisable AI Systems AAAI 2022
“Mama Always Had a Way of Explaining Things So I Could Understand”: A Dialogue Corpus for Learning to Construct Explanations COLING 2022
Actionable Model-Centric Explanations (Student Abstract) AAAI 2022
Evaluating Explainable AI on a Multi-Modal Medical Imaging Task: Can Existing Algorithms Fulfill Clinical Requirements? AAAI 2022
Anomaly Explanation IJCAI 2022
Explainable Survival Analysis with Convolution-Involved Vision Transformer AAAI 2022
Sufficient Reasons for Classifier Decisions in the Presence of Domain Constraints AAAI 2022
Prototype-Based Explanations for Graph Neural Networks (Student Abstract) AAAI 2022
RES: An Interpretable Replicability Estimation System for Research Publications AAAI 2022
Accurate Shapley Values for explaining tree-based models AISTATS 2022
EPT-X: An Expression-Pointer Transformer model that generates eXplanations for numbers ACL 2022
A Novel Perspective to Look At Attention: Bi-level Attention-based Explainable Topic Modeling for News Classification ACL 2022
Explainable Assessment of Healthcare Articles with QA ACL 2022
Why Bad Coffee? Explaining BDI Agent Behaviour with Valuings (Extended Abstract) IJCAI 2022
E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning ACL 2022
Delivering Trustworthy AI through Formal XAI AAAI 2022
Extending Logic Explained Networks to Text Classification EMNLP 2022
Knowledge-Grounded Self-Rationalization via Extractive and Natural Language Explanations ICML 2022
On the Complexity of Enumerating Prime Implicants from Decision-DNNF Circuits IJCAI 2022
METGEN: A Module-Based Entailment Tree Generation Framework for Answer Explanation NAACL 2022